SmileyCTF 2025 wp

博主： Xherlock
发布时间：2025 年 06 月 17 日
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分类： CTF

SmileyCTF 2025 wp

比赛前面一度打到3rd，但后面实在干不动了，web队友他们爆了，听说和国内很不一样。我这边re也是巨离谱，简单的前3题队友直接秒了，后面我做了俩中等难度，剩下三道题，一道8解，两道0解，也是离谱，完全没搞懂咋做的

先写下做出来的两道题wp，还是挺有可以学习的点

DNA

看到给的vm.dna我就知道是个虚拟机题目，反编译出pyc果然如此

需要做的很清楚，就是把每个指令打印出来，看输入的数据到底去做了什么，直接喂给gemini让他先帮我分析一波，然后我手动print大法把每个指令和值打印出来（跑代码时要注意python3.10，不然marshal.loads出来的不对）

import marshal
import sys

# 初始化虚拟机状态
s = []  # 栈
m = {}  # 内存
nm = {'A': 0, 'T': 1, 'G': 2, 'C': 3}  # DNA 碱基到整数的映射

# 包含混淆代码的列表
unlucky = [b'\x8coooooooooooonooolooo,ooo\x9cSooo\x06o\x12o\x1bo\x0bnvo\x13o\x0bmSo\x1bo\x0blvo\x13o\x0bnSo\x1bo\x0bkvo\x13o\x0blSo\x1bo\x0bmvo\x13o\x0bkSo\x13o\x0eo\x0bo<oFj!\xb5n;\xb5n.\xb5n(\xb5n,\xc6n\xb5m\x01\x02\xc6n\xb5l\x1b\x02\x1f\xc6o\x1deooo\x95fS\x1a\x01\x03\x1a\x0c\x04\x16Q\xb5h\x1a\x01\x03\x1a\x0c\x04\x16booo\x9ccoookmcncncncngn', b'\x96uuuuuuuuuuuuruuu}uuu6uuu\x86\x11uuu\x11t\x08u\x11w\x08t\x11v\x08w\x11q\x11p\xf1u\tu1u\xf6t\x08v\tu\tt\tw\x13v1u(n\x08q\x01u\x01t\x01w\xd5v\xd4u\xf6t\xf6t1u(e)w\x08p\x08s\tv\tspulu\x01w\tq\tpluluMuvuIu\x04i\x04g\tv\x14w\x11u&u\\s;\xafq426!\xafq!642\xafq6!24\x16tuuuuuuuuuuuwuuusuuu&uuu\x86ouuu\x1cu\tu(|\x08t\tt\x01u\x01t\xd5w\xd4u\xf6t\xe6w\x04w&u\\u\xdcv\xafv\x06\x00\x18\xafw\x1b\x18\xafs\x03\x14\x19\x00\x10\x06\xdcw\xafw[E\xaft\x16\xdcu\x07xuuu\x8f|I\x00\x1b\x19\x00\x16\x1e\x0cK\xafr\x00\x1b\x19\x00\x16\x1e\x0cnuuu\x86wuuuou\x8fh\x00\x1b\x19\x00\x16\x1e\x0c*G[I\x19\x1a\x16\x14\x19\x06K[I\x11\x1c\x16\x01\x16\x1a\x18\x05K\xdcq\xaf|\x10\x1b\x00\x18\x10\x07\x14\x01\x10\xafs\x06\x1a\x07\x01\x10\x11\x07}uuu\xafq\x1e\x10\x0c\x06\xdcr\xafw\x06D\xafw\x06G\xafw\x06F\xafv\x01\x18\x05\xaft\x06\xaft\x1c\x07yuuu\x07xuuu\x07xuuu\x07{uuu\x07zuuucuuu\x86guuuqwqtqt{t{tmtotw\x8a}w', b"\x8aiiiiiiiiiiiihiiiniiijiii\x9a/iii\x1di\rh\xeah\xe0i\xe1i\xc9h\x1di\rk\xeah\xc9k\rj\rm\xedi\x1dj\xc9m\xc8i\xc8k\xc8hhi.i\xeei\x0fh\rl\ro\xeda\ro\x1dl\xeaj\x14i\x15i\x1dj\xeah\x08j\ri:i@n'\xb3o\x1b\x08\x07\r\x06\x04\xb3`\x0f\x1c\x07\n\x1d\x06\x06\x05\x1a\nkiiiiiiiiiiikiiikiii:iii\x9aaiii\x15i\x15h(i:i@h'\xc0i\xc0k\xb3h\x11\xb3h\x10\x1bliii\x1bliii\x93`U\x1c\x07\x05\x1c\n\x02\x10W\xb3n\x1c\x07\x05\x1c\n\x02\x10Miii\x9akiiiai\x93r\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWGU\x05\x08\x04\x0b\r\x08W\niiiiiiiiiiiiiiiijiiiiiii\x9aCiii\x0ci3h\ri3k\xeei\xeeh\x0fk\rh\rk\xeda3j\xeei\x0fh\rj\rm\xeda3m\xeeimi3l:i@l\x93s\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10\nkiiiiiiiiiiimiiiliiiziii\x9a-iii\x1di\xeai\xc9h\x15h\xc8hhi\x1dk\rh\xeah\x14k\xe1h\xc9j\x15k\xc8hhi\x1dm\rk\xeah-i4e\x14j\x15h\x15k\x15jpipi\x15i\rh\x15jpiUi\x18z\ri:i@j'\xb3m(*.=\x80miii\xc0l\xb3l\x1a\x1c\x19\x0c\x1b\xb3a66\x00\x07\x00\x1d66\xb3m\x05\x00\x1a\x1d\xb3n\x1a\x01\x1c\x0f\x0f\x05\x0c\xb3l\x1b\x08\x07\x0e\x0c\xc0m\xb3m\x1a\x0c\x05\x0f\xb3n\x04\x08\x19\x19\x00\x07\x0e\xb3m\x02\x0c\x10\x1a\xb3h\x00\xc0k\xb3`66\n\x05\x08\x1a\x1a66\xb3h\x1b\x1bliii\x1b`iii\x1bciiiOiii\x9aeiiiehahcheh\x7fhm\x96\x93J\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10G66\x00\x07\x00\x1d66\nkiiiiiiiiiiiliiiliiiziii\x9a;iii\x1di\rh\xeah\x14k\x1di\rk\xeah\x14j`i\x15k\xc9h\rm\xc8h\x14m\x1dk\xeei\x0fh\rl\ro\xeda\x15j\xc9j\x15m\xc8h\xc9m\xc8i\ri\rn\xeckpi-i\xeah\xeah\x1bA\x1dl\xeai\xc9o\xe1i\xc8h:i\x18`@a'\x1bkiii\xb3n\x01\x08\x1a\x01\x05\x00\x0b=\x80Iiii\nhiiiiiiiiiiikiiimiiiZiii\x9auiii\xe8i\x15i4`\x14h\x15h\x1di\xe1i\xeah\x02k?ihi\x18k\ri:i@h'\xc0h\xb3j\x06\x1b\r\xc0k\xb3kGY\x1bniii\xc0h\xb3j\x02\x0c\x10\x1bliii\x1b`iii\x1bciii[iii\x9amiiik\xe9si\x93P\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10G66\x0e\x0c\x1d\x00\x1d\x0c\x0466GU\x05\x06\n\x08\x05\x1aWGU\x0e\x0c\x07\x0c\x11\x19\x1bW\x80hiii\xc0n\xb3c66\x00\x04\x19\x06\x1b\x1d66\xb3`\x1b\x08\x07\r\x0b\x10\x1d\x0c\x1a\xb3j\x08\x05\x05\xb3o\x1a\x01\x08[\\_\xb3o\r\x00\x0e\x0c\x1a\x1d\x1bziii\xb3b66\x0e\x0c\x1d\x00\x1d\x0c\x0466\xc0l\x1bpiii\x1bBiii\xb3m\x01\x05\x00\x0b\xb3m\x1b\x05\x00\x0b\xb3h\x0b\xc0h\x1bwiii\x1bCiii\x1b`iii\x1bciiiDiii\x9agiiiahahkhchAhehk\x94\x93O\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10G66\x0e\x0c\x1d\x00\x1d\x0c\x0466\xc0o\xb3a66\x07\x08\x04\x0c66\xb3c66\x04\x06\r\x1c\x05\x0c66\xb3e66\x18\x1c\x08\x05\x07\x08\x04\x0c66\x1b}iii\x1b\\iii\xb3d66\n\x05\x08\x1a\x1a\n\x0c\x05\x0566\x1bliii\xc0h\x1bviii\x1bSiii\x1b`iii\x1bciiiLiii\x9aoiiiaigh}n\x1bciii\xc0o\x1bYiii\xb3m\x1a\x0c\x0c\r\xb3o\x1b\x0c\r\x1c\n\x0c\xb3k\x07\x04\xb3o\x1f\x08\x05\x1c\x0c\x1a\xb3m\r\x00\n\x1d\xc0h\x1bciii\x1bliii\x1b+iii\x1b`iii\x1bciiiHiii\x9aaiiiakwh}hey", b'\x82aaaaaaaaaaaacaaagaaa"aaa\x92]aaa&a\x05`\x05c\xe5a\x05c\x15a\xe2b\x1ca&a\x05b\x05e\xe5a\x05e\x15`\x1da\x05d\xece\x1c`\x15c\x05g\x15`\x15b\xe2`\xfaa\x05f\xfcb\xe2``a\x05a2aHi/\x02aaaaaaaaaaaaaaaabaaaaaaa\x92Iaaa\x04a;`\x05a;c\xe6a\x07`\x05`\x05c\xe5i;b\xe6a\x07`\x05b\x05e\xe5i;e\xe6aea;d2aHd\x9bt\x14\x0f\r\x14\x02\n\x18>UO]\r\x0e\x02\x00\r\x12_O,,\x02eaaaaaaaaaaaeaaagaaaraaa\x92saaa\x15a\xe2a\xc1`\x1da\x1d`\x1dc\x1db\xc0e2aH`/\xc8c\xbbd\x12\x14\x11\x04\x13\xbbf>>\x0f\x04\x16>>\xc8e\xbbb\x02\r\x12\xbbe\x0f\x00\x0c\x04\xbbd\x03\x00\x12\x04\x12\xbbb\x05\x02\x15\xc8`\xbbh>>\x02\r\x00\x12\x12>>\xc8a\x9bh]\x14\x0f\r\x14\x02\n\x18_\xbbf\x14\x0f\r\x14\x02\n\x18Zaaa\x92caaas`\x9b|\x14\x0f\r\x14\x02\n\x18>UO]\r\x0e\x02\x00\r\x12_O,,O>>\x0f\x04\x16>>\x02`aaaaaaaaaaafaaadaaa~aaa\x92\x05aaa\x15a\xe2a\x0b`\x1d`\x08a\x1dc\xc5`\xef`\x1cb\x15c\x1db\xc1b\xc0a\xe2`\x1ce\x1de\x05a\x05a\x05`\xe4bxa\x1de\x05c\x05a\x05`\xe4bxava\x1ce\x15e\x15d\x1db\xc1g\xc0a\xe2`\xe2`%a<k=c\x1cd\x1cg\x1de\x1ddxa\x1db\x1dg]a\x10D\x1db2aHb/\x88caaa\x88`aaa\xc8f\x13gaaa\xbbi>>\x02\x00\r\r>>\xbbe\r\x08\x12\x15\xbbg\x17\x00\r\x14\x04\x12\xbbh\x04\x0f\x14\x0c\x04\x13\x00\x15\x04\xbbg\x12\x0e\x13\x15\x04\x05\xbbe\n\x04\x18\x12\xc8f\x13haaa\xbbe\x00\x13\x06\x12\xbbg\n\x16\x00\x13\x06\x12\xbbi\x08\x0f\x12\x15\x00\x0f\x02\x04\xbbe\x17\x00\r\x12\xbb`\x08\xbb`\n\x13laaa\x13naaa\x13qaaa\x13paaa_aaa\x92maaas`m`}`y`o`e`\x9b\x7f\x14\x0f\r\x14\x02\n\x18>UO]\r\x0e\x02\x00\r\x12_O,,O>>\x02\x00\r\r>>\xc8g\xbbi>>\x0f\x00\x0c\x04>>\xbbk>>\x0c\x0e\x05\x14\r\x04>>\xbbm>>\x10\x14\x00\r\x0f\x00\x0c\x04>>\x13faaa\x13yaaa\xbbl>>\x02\r\x00\x12\x12\x02\x04\r\r>>\x13naaa\x13naaa\x13laaa\x13qaaa\x13paaa[aaa\x92gaaaiam`ub\xbbc,,\x02aaaaaaaaaaaaaaaa`aaa!aaa\x92maaa\x04a;`\x05a;c\x05`2aHc\x9bt\x14\x0f\r\x14\x02\n\x18>UO]\r\x0e\x02\x00\r\x12_O,%/\xc8b\x13Iaaa\x13Haaa\x13Kaaa\x13naaa\x13naaa\x13naaa\x13qaaa\x13paaa\'aaa\x92eaaaiae`\xbbc,%\xc8`\xbbh\x0c\x04\x15\x00\x02\r\x00\x12\x12\x9b@\x06\r\x0e\x03\x00\r\x12IH:F\x0f\x14\x02\r\x04\x0e\x15\x08\x05\x04>\x0c\x00\x11F<A\\A,%I\x9b`H\xc8e\xbbe\x15\x18\x11\x04\xbbe\x05\x08\x02\x15\xbbe\x04\x19\x04\x02\xbbc\x0f\x0c\xc8c\x13Laaa\x13Saaa\x13naaa\x13naaa\x13qaaa\x13paaaVaaa\x92gaaaqbumyb']

# 将 DNA 序列转换为整数。这等效于将一个四进制数转换为十进制数。
trans = lambda dna_seq: sum(nm[c] << (2 * i) for i, c in enumerate(dna_seq))

# --- 主程序开始 ---

# 检查命令行参数
if len(sys.argv) != 2:
    print(f"Usage: {sys.argv[0]} <dna_file>")
    sys.exit(1)

# 读取 DNA 代码文件
try:
    with open(sys.argv[1], 'r') as f:
        code = f.read().strip()
except FileNotFoundError:
    print(f"Error: File '{sys.argv[1]}' not found.")
    sys.exit(1)

# 获取并验证用户输入的 flag
flag = input("> ").encode()

if len(flag) != 56:
    print("WRONG!")
    exit()

if flag[:6] != b'.;,;.{':
    print("WRONG!")
    exit()

if flag[-1] != 125:  # ord('}')
    print("WRONG!")
    exit()

# 提取 flag 的核心部分并加载到内存
flag_core = flag[6:-1]
for i in range(len(flag_core)):
    m[640 + i] = flag_core[i]

# 初始化程序计数器 (Program Counter)
pc = 0
mul_list = []
cmp_list = []
# 虚拟机主循环
while pc < len(code):
    # 解码指令和操作数
    # pri 是操作码 (opcode), pro 是操作数 (operand)
    op_slice = code[pc: pc + 2]
    arg_slice = code[pc + 2: pc + 12]
    pri = trans(op_slice)
    pro = trans(arg_slice)

    # --- 指令分派 ---
    if pri == 0:  # PUSH: 将操作数压入栈
        s.append(pro)
        print(f"push {pro}")
        pc += 12
    elif pri == 1:  # POP: 弹出一个值
        if not s: raise Exception("Stack underflow")
        print(f"pop {s[-1]}")
        s.pop()
        pc += 2
    elif pri == 2:  # LOAD: 从内存加载值到栈
        if pro not in m: raise Exception(f"Uninitialized memory access at {pro}")
        print(f"push {m[pro]} ({pro})")
        s.append(m[pro])
        pc += 12
    elif pri == 3:  # STORE: 将栈顶值存入内存
        if not s: raise Exception("Stack underflow")
        print(f"mov m[{pro}], {s[-1]}")
        m[pro] = s.pop()
        pc += 12
    elif pri == 4:  # ADD: 加法
        if len(s) < 2: raise Exception("Stack underflow")
        b, a = s.pop(), s.pop()
        print(f"pop {b} + pop {a} + push {a+b} (add)")
        s.append(a + b)
        pc += 2
    elif pri == 5:  # SUB: 减法
        if len(s) < 2: raise Exception("Stack underflow")
        print(f"pop {b} + pop {a} + push {a - b} (sub)")
        b, a = s.pop(), s.pop()
        s.append(a - b)
        pc += 2
    elif pri == 6:  # MUL: 乘法
        if len(s) < 2: raise Exception("Stack underflow")
        b, a = s.pop(), s.pop()
        print(f"pop {b} + pop {a} + push {a * b} (mul)")
        mul_list.append(b)
        s.append(a * b)
        pc += 2
    elif pri == 7:  # MOD: 取模
        if len(s) < 2: raise Exception("Stack underflow")
        b, a = s.pop(), s.pop()
        print(f"pop {b} + pop {a} + push {a % b} (mod)")
        if a == 0: raise Exception("Division by zero")
        s.append(a % b)
        pc += 2
    elif pri == 8:  # EQ: 比较是否相等
        if len(s) < 2: raise Exception("Stack underflow")
        b, a = s.pop(), s.pop()
        print(f"pop {b} + pop {a} + push {a==b} (cmp)")
        cmp_list.append(b)
        s.append(1 if a == b else 0)
        pc += 2
    elif pri == 9:  # JMP: 无条件跳转
        pc = pro
        print(f"jmp {pc}")
    elif pri == 10:  # JIF: 如果栈顶为 1 则跳转
        if not s: raise Exception("Stack underflow")
        print(f"jmp {pro} if {s[-1]}==1 else pc+=12")
        if s.pop() == 1:
            pc = pro
        else:
            pc += 12
    elif pri == 11:  # JIN: 如果栈顶不为 1 则跳转
        if not s: raise Exception("Stack underflow")
        print(f"jmp {pro} if {s[-1]}!=1 else pc+=12")
        if s.pop() != 1:
            pc = pro
        else:
            pc += 12
    elif pri == 12:  # OUT: 输出字符
        if not s: raise Exception("Stack underflow")
        print(chr(s.pop()), end='')
        pc += 2
    elif pri == 13:  # 动态代码执行
        if not s: raise Exception("Stack underflow")
        key = s.pop()

        def f():
            return
        print("marshal xor", key)
        # 解密并加载字节码
        decrypted_code = bytes([b ^ key for b in unlucky.pop(0)])
        f.__code__ = marshal.loads(decrypted_code)
        f()  # 执行动态生成的代码
        pc += 2
    elif pri == 14:  # SWAP: 交换碱基映射
        if len(s) < 2: raise Exception("Stack underflow")
        b, a = chr(s.pop()), chr(s.pop())  # 注意，这里应该是字符
        print(b, a)
        if a not in nm or b not in nm: raise Exception(f"Invalid characters for nm swap: {a}, {b}")
        nm[a], nm[b] = nm[b], nm[a]
        pc += 2
    elif pri == 15:  # HALT: 停止执行
        break
    else:
        raise Exception(f"Unknown instruction: {pri}")
print(mul_list)
print(cmp_list)

需要关注的点是opcode为13时做了一个异或，然后marshal.loads转为codetype类，因此该key可以爆破

import marshal
import types

unlucky = [b'\x8coooooooooooonooolooo,ooo\x9cSooo\x06o\x12o\x1bo\x0bnvo\x13o\x0bmSo\x1bo\x0blvo\x13o\x0bnSo\x1bo\x0bkvo\x13o\x0blSo\x1bo\x0bmvo\x13o\x0bkSo\x13o\x0eo\x0bo<oFj!\xb5n;\xb5n.\xb5n(\xb5n,\xc6n\xb5m\x01\x02\xc6n\xb5l\x1b\x02\x1f\xc6o\x1deooo\x95fS\x1a\x01\x03\x1a\x0c\x04\x16Q\xb5h\x1a\x01\x03\x1a\x0c\x04\x16booo\x9ccoookmcncncncngn', b'\x96uuuuuuuuuuuuruuu}uuu6uuu\x86\x11uuu\x11t\x08u\x11w\x08t\x11v\x08w\x11q\x11p\xf1u\tu1u\xf6t\x08v\tu\tt\tw\x13v1u(n\x08q\x01u\x01t\x01w\xd5v\xd4u\xf6t\xf6t1u(e)w\x08p\x08s\tv\tspulu\x01w\tq\tpluluMuvuIu\x04i\x04g\tv\x14w\x11u&u\\s;\xafq426!\xafq!642\xafq6!24\x16tuuuuuuuuuuuwuuusuuu&uuu\x86ouuu\x1cu\tu(|\x08t\tt\x01u\x01t\xd5w\xd4u\xf6t\xe6w\x04w&u\\u\xdcv\xafv\x06\x00\x18\xafw\x1b\x18\xafs\x03\x14\x19\x00\x10\x06\xdcw\xafw[E\xaft\x16\xdcu\x07xuuu\x8f|I\x00\x1b\x19\x00\x16\x1e\x0cK\xafr\x00\x1b\x19\x00\x16\x1e\x0cnuuu\x86wuuuou\x8fh\x00\x1b\x19\x00\x16\x1e\x0c*G[I\x19\x1a\x16\x14\x19\x06K[I\x11\x1c\x16\x01\x16\x1a\x18\x05K\xdcq\xaf|\x10\x1b\x00\x18\x10\x07\x14\x01\x10\xafs\x06\x1a\x07\x01\x10\x11\x07}uuu\xafq\x1e\x10\x0c\x06\xdcr\xafw\x06D\xafw\x06G\xafw\x06F\xafv\x01\x18\x05\xaft\x06\xaft\x1c\x07yuuu\x07xuuu\x07xuuu\x07{uuu\x07zuuucuuu\x86guuuqwqtqt{t{tmtotw\x8a}w', b"\x8aiiiiiiiiiiiihiiiniiijiii\x9a/iii\x1di\rh\xeah\xe0i\xe1i\xc9h\x1di\rk\xeah\xc9k\rj\rm\xedi\x1dj\xc9m\xc8i\xc8k\xc8hhi.i\xeei\x0fh\rl\ro\xeda\ro\x1dl\xeaj\x14i\x15i\x1dj\xeah\x08j\ri:i@n'\xb3o\x1b\x08\x07\r\x06\x04\xb3`\x0f\x1c\x07\n\x1d\x06\x06\x05\x1a\nkiiiiiiiiiiikiiikiii:iii\x9aaiii\x15i\x15h(i:i@h'\xc0i\xc0k\xb3h\x11\xb3h\x10\x1bliii\x1bliii\x93`U\x1c\x07\x05\x1c\n\x02\x10W\xb3n\x1c\x07\x05\x1c\n\x02\x10Miii\x9akiiiai\x93r\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWGU\x05\x08\x04\x0b\r\x08W\niiiiiiiiiiiiiiiijiiiiiii\x9aCiii\x0ci3h\ri3k\xeei\xeeh\x0fk\rh\rk\xeda3j\xeei\x0fh\rj\rm\xeda3m\xeeimi3l:i@l\x93s\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10\nkiiiiiiiiiiimiiiliiiziii\x9a-iii\x1di\xeai\xc9h\x15h\xc8hhi\x1dk\rh\xeah\x14k\xe1h\xc9j\x15k\xc8hhi\x1dm\rk\xeah-i4e\x14j\x15h\x15k\x15jpipi\x15i\rh\x15jpiUi\x18z\ri:i@j'\xb3m(*.=\x80miii\xc0l\xb3l\x1a\x1c\x19\x0c\x1b\xb3a66\x00\x07\x00\x1d66\xb3m\x05\x00\x1a\x1d\xb3n\x1a\x01\x1c\x0f\x0f\x05\x0c\xb3l\x1b\x08\x07\x0e\x0c\xc0m\xb3m\x1a\x0c\x05\x0f\xb3n\x04\x08\x19\x19\x00\x07\x0e\xb3m\x02\x0c\x10\x1a\xb3h\x00\xc0k\xb3`66\n\x05\x08\x1a\x1a66\xb3h\x1b\x1bliii\x1b`iii\x1bciiiOiii\x9aeiiiehahcheh\x7fhm\x96\x93J\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10G66\x00\x07\x00\x1d66\nkiiiiiiiiiiiliiiliiiziii\x9a;iii\x1di\rh\xeah\x14k\x1di\rk\xeah\x14j`i\x15k\xc9h\rm\xc8h\x14m\x1dk\xeei\x0fh\rl\ro\xeda\x15j\xc9j\x15m\xc8h\xc9m\xc8i\ri\rn\xeckpi-i\xeah\xeah\x1bA\x1dl\xeai\xc9o\xe1i\xc8h:i\x18`@a'\x1bkiii\xb3n\x01\x08\x1a\x01\x05\x00\x0b=\x80Iiii\nhiiiiiiiiiiikiiimiiiZiii\x9auiii\xe8i\x15i4`\x14h\x15h\x1di\xe1i\xeah\x02k?ihi\x18k\ri:i@h'\xc0h\xb3j\x06\x1b\r\xc0k\xb3kGY\x1bniii\xc0h\xb3j\x02\x0c\x10\x1bliii\x1b`iii\x1bciii[iii\x9amiiik\xe9si\x93P\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10G66\x0e\x0c\x1d\x00\x1d\x0c\x0466GU\x05\x06\n\x08\x05\x1aWGU\x0e\x0c\x07\x0c\x11\x19\x1bW\x80hiii\xc0n\xb3c66\x00\x04\x19\x06\x1b\x1d66\xb3`\x1b\x08\x07\r\x0b\x10\x1d\x0c\x1a\xb3j\x08\x05\x05\xb3o\x1a\x01\x08[\\_\xb3o\r\x00\x0e\x0c\x1a\x1d\x1bziii\xb3b66\x0e\x0c\x1d\x00\x1d\x0c\x0466\xc0l\x1bpiii\x1bBiii\xb3m\x01\x05\x00\x0b\xb3m\x1b\x05\x00\x0b\xb3h\x0b\xc0h\x1bwiii\x1bCiii\x1b`iii\x1bciiiDiii\x9agiiiahahkhchAhehk\x94\x93O\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10G66\x0e\x0c\x1d\x00\x1d\x0c\x0466\xc0o\xb3a66\x07\x08\x04\x0c66\xb3c66\x04\x06\r\x1c\x05\x0c66\xb3e66\x18\x1c\x08\x05\x07\x08\x04\x0c66\x1b}iii\x1b\\iii\xb3d66\n\x05\x08\x1a\x1a\n\x0c\x05\x0566\x1bliii\xc0h\x1bviii\x1bSiii\x1b`iii\x1bciiiLiii\x9aoiiiaigh}n\x1bciii\xc0o\x1bYiii\xb3m\x1a\x0c\x0c\r\xb3o\x1b\x0c\r\x1c\n\x0c\xb3k\x07\x04\xb3o\x1f\x08\x05\x1c\x0c\x1a\xb3m\r\x00\n\x1d\xc0h\x1bciii\x1bliii\x1b+iii\x1b`iii\x1bciiiHiii\x9aaiiiakwh}hey", b'\x82aaaaaaaaaaaacaaagaaa"aaa\x92]aaa&a\x05`\x05c\xe5a\x05c\x15a\xe2b\x1ca&a\x05b\x05e\xe5a\x05e\x15`\x1da\x05d\xece\x1c`\x15c\x05g\x15`\x15b\xe2`\xfaa\x05f\xfcb\xe2``a\x05a2aHi/\x02aaaaaaaaaaaaaaaabaaaaaaa\x92Iaaa\x04a;`\x05a;c\xe6a\x07`\x05`\x05c\xe5i;b\xe6a\x07`\x05b\x05e\xe5i;e\xe6aea;d2aHd\x9bt\x14\x0f\r\x14\x02\n\x18>UO]\r\x0e\x02\x00\r\x12_O,,\x02eaaaaaaaaaaaeaaagaaaraaa\x92saaa\x15a\xe2a\xc1`\x1da\x1d`\x1dc\x1db\xc0e2aH`/\xc8c\xbbd\x12\x14\x11\x04\x13\xbbf>>\x0f\x04\x16>>\xc8e\xbbb\x02\r\x12\xbbe\x0f\x00\x0c\x04\xbbd\x03\x00\x12\x04\x12\xbbb\x05\x02\x15\xc8`\xbbh>>\x02\r\x00\x12\x12>>\xc8a\x9bh]\x14\x0f\r\x14\x02\n\x18_\xbbf\x14\x0f\r\x14\x02\n\x18Zaaa\x92caaas`\x9b|\x14\x0f\r\x14\x02\n\x18>UO]\r\x0e\x02\x00\r\x12_O,,O>>\x0f\x04\x16>>\x02`aaaaaaaaaaafaaadaaa~aaa\x92\x05aaa\x15a\xe2a\x0b`\x1d`\x08a\x1dc\xc5`\xef`\x1cb\x15c\x1db\xc1b\xc0a\xe2`\x1ce\x1de\x05a\x05a\x05`\xe4bxa\x1de\x05c\x05a\x05`\xe4bxava\x1ce\x15e\x15d\x1db\xc1g\xc0a\xe2`\xe2`%a<k=c\x1cd\x1cg\x1de\x1ddxa\x1db\x1dg]a\x10D\x1db2aHb/\x88caaa\x88`aaa\xc8f\x13gaaa\xbbi>>\x02\x00\r\r>>\xbbe\r\x08\x12\x15\xbbg\x17\x00\r\x14\x04\x12\xbbh\x04\x0f\x14\x0c\x04\x13\x00\x15\x04\xbbg\x12\x0e\x13\x15\x04\x05\xbbe\n\x04\x18\x12\xc8f\x13haaa\xbbe\x00\x13\x06\x12\xbbg\n\x16\x00\x13\x06\x12\xbbi\x08\x0f\x12\x15\x00\x0f\x02\x04\xbbe\x17\x00\r\x12\xbb`\x08\xbb`\n\x13laaa\x13naaa\x13qaaa\x13paaa_aaa\x92maaas`m`}`y`o`e`\x9b\x7f\x14\x0f\r\x14\x02\n\x18>UO]\r\x0e\x02\x00\r\x12_O,,O>>\x02\x00\r\r>>\xc8g\xbbi>>\x0f\x00\x0c\x04>>\xbbk>>\x0c\x0e\x05\x14\r\x04>>\xbbm>>\x10\x14\x00\r\x0f\x00\x0c\x04>>\x13faaa\x13yaaa\xbbl>>\x02\r\x00\x12\x12\x02\x04\r\r>>\x13naaa\x13naaa\x13laaa\x13qaaa\x13paaa[aaa\x92gaaaiam`ub\xbbc,,\x02aaaaaaaaaaaaaaaa`aaa!aaa\x92maaa\x04a;`\x05a;c\x05`2aHc\x9bt\x14\x0f\r\x14\x02\n\x18>UO]\r\x0e\x02\x00\r\x12_O,%/\xc8b\x13Iaaa\x13Haaa\x13Kaaa\x13naaa\x13naaa\x13naaa\x13qaaa\x13paaa\'aaa\x92eaaaiae`\xbbc,%\xc8`\xbbh\x0c\x04\x15\x00\x02\r\x00\x12\x12\x9b@\x06\r\x0e\x03\x00\r\x12IH:F\x0f\x14\x02\r\x04\x0e\x15\x08\x05\x04>\x0c\x00\x11F<A\\A,%I\x9b`H\xc8e\xbbe\x15\x18\x11\x04\xbbe\x05\x08\x02\x15\xbbe\x04\x19\x04\x02\xbbc\x0f\x0c\xc8c\x13Laaa\x13Saaa\x13naaa\x13naaa\x13qaaa\x13paaaVaaa\x92gaaaqbumyb']
for j in range(4):
    for i in range(0xff):
        try:
            decrypted_code = bytes([b ^ i for b in unlucky[j]])
            code = marshal.loads(decrypted_code)
            print(code)
            if isinstance(code, types.CodeType):
                print(j, chr(i), code)
        except:
            continue

提前得到了key

0 o <code object unlucky at 0x000001DE8FE57030, file "<unlucky>", line 13>
1 u <code object unlucky at 0x000001DE8FE57190, file "<unlucky>", line 22>
2 i <code object unlucky at 0x000001DE8FE57EA0, file "<unlucky>", line 33>
3 a <code object unlucky at 0x000001DE8FE577C0, file "<unlucky>", line 55>

然后是分析输入日志（已知flag头和flag长度为56），输入.;,;.{aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa}测试

观察到很有规律，先是每个flag里每个位置上的字母乘以常数然后求和

> .;,;.{aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa}
push 97 (640)
push 106
pop 106 + pop 97 + push 10282 (mul)
push 97 (641)
push 27
pop 27 + pop 97 + push 2619 (mul)
push 97 (642)
push 140
pop 140 + pop 97 + push 13580 (mul)
push 97 (643)
push 138
pop 138 + pop 97 + push 13386 (mul)
push 97 (644)
push 108
pop 108 + pop 97 + push 10476 (mul)
push 97 (645)
push 91
pop 91 + pop 97 + push 8827 (mul)
push 97 (646)
push 131
pop 131 + pop 97 + push 12707 (mul)
push 97 (647)
push 138
pop 138 + pop 97 + push 13386 (mul)
push 97 (648)
push 106
pop 106 + pop 97 + push 10282 (mul)
push 97 (649)
push 127
pop 127 + pop 97 + push 12319 (mul)
push 97 (650)
push 161
pop 161 + pop 97 + push 15617 (mul)
push 97 (651)
push 115
pop 115 + pop 97 + push 11155 (mul)
push 97 (652)
push 177
pop 177 + pop 97 + push 17169 (mul)
push 97 (653)
push 152
pop 152 + pop 97 + push 14744 (mul)
push 97 (654)
push 15
pop 15 + pop 97 + push 1455 (mul)
push 97 (655)
push 55
pop 55 + pop 97 + push 5335 (mul)
push 97 (656)
push 230
pop 230 + pop 97 + push 22310 (mul)
push 97 (657)
push 131
pop 131 + pop 97 + push 12707 (mul)
push 97 (658)
push 147
pop 147 + pop 97 + push 14259 (mul)
push 97 (659)
push 183
pop 183 + pop 97 + push 17751 (mul)
push 97 (660)
push 235
pop 235 + pop 97 + push 22795 (mul)
push 97 (661)
push 197
pop 197 + pop 97 + push 19109 (mul)
push 97 (662)
push 200
pop 200 + pop 97 + push 19400 (mul)
push 97 (663)
push 104
pop 104 + pop 97 + push 10088 (mul)
push 97 (664)
push 188
pop 188 + pop 97 + push 18236 (mul)
push 97 (665)
push 196
pop 196 + pop 97 + push 19012 (mul)
push 97 (666)
push 118
pop 118 + pop 97 + push 11446 (mul)
push 97 (667)
push 28
pop 28 + pop 97 + push 2716 (mul)
push 97 (668)
push 21
pop 21 + pop 97 + push 2037 (mul)
push 97 (669)
push 97
pop 97 + pop 97 + push 9409 (mul)
push 97 (670)
push 151
pop 151 + pop 97 + push 14647 (mul)
push 97 (671)
push 217
pop 217 + pop 97 + push 21049 (mul)
push 97 (672)
push 118
pop 118 + pop 97 + push 11446 (mul)
push 97 (673)
push 22
pop 22 + pop 97 + push 2134 (mul)
push 97 (674)
push 212
pop 212 + pop 97 + push 20564 (mul)
push 97 (675)
push 31
pop 31 + pop 97 + push 3007 (mul)
push 97 (676)
push 101
pop 101 + pop 97 + push 9797 (mul)
push 97 (677)
push 227
pop 227 + pop 97 + push 22019 (mul)
push 97 (678)
push 155
pop 155 + pop 97 + push 15035 (mul)
push 97 (679)
push 237
pop 237 + pop 97 + push 22989 (mul)
push 97 (680)
push 146
pop 146 + pop 97 + push 14162 (mul)
push 97 (681)
push 68
pop 68 + pop 97 + push 6596 (mul)
push 97 (682)
push 75
pop 75 + pop 97 + push 7275 (mul)
push 97 (683)
push 71
pop 71 + pop 97 + push 6887 (mul)
push 97 (684)
push 218
pop 218 + pop 97 + push 21146 (mul)
push 97 (685)
push 173
pop 173 + pop 97 + push 16781 (mul)
push 97 (686)
push 41
pop 41 + pop 97 + push 3977 (mul)
push 97 (687)
push 220
pop 220 + pop 97 + push 21340 (mul)
push 97 (688)
push 161
pop 161 + pop 97 + push 15617 (mul)
pop 15617 + pop 21340 + push 36957 (add)
pop 36957 + pop 3977 + push 40934 (add)
pop 40934 + pop 16781 + push 57715 (add)
pop 57715 + pop 21146 + push 78861 (add)
pop 78861 + pop 6887 + push 85748 (add)
pop 85748 + pop 7275 + push 93023 (add)
pop 93023 + pop 6596 + push 99619 (add)
pop 99619 + pop 14162 + push 113781 (add)
pop 113781 + pop 22989 + push 136770 (add)
pop 136770 + pop 15035 + push 151805 (add)
pop 151805 + pop 22019 + push 173824 (add)
pop 173824 + pop 9797 + push 183621 (add)
pop 183621 + pop 3007 + push 186628 (add)
pop 186628 + pop 20564 + push 207192 (add)
pop 207192 + pop 2134 + push 209326 (add)
pop 209326 + pop 11446 + push 220772 (add)
pop 220772 + pop 21049 + push 241821 (add)
pop 241821 + pop 14647 + push 256468 (add)
pop 256468 + pop 9409 + push 265877 (add)
pop 265877 + pop 2037 + push 267914 (add)
pop 267914 + pop 2716 + push 270630 (add)
pop 270630 + pop 11446 + push 282076 (add)
pop 282076 + pop 19012 + push 301088 (add)
pop 301088 + pop 18236 + push 319324 (add)
pop 319324 + pop 10088 + push 329412 (add)
pop 329412 + pop 19400 + push 348812 (add)
pop 348812 + pop 19109 + push 367921 (add)
pop 367921 + pop 22795 + push 390716 (add)
pop 390716 + pop 17751 + push 408467 (add)
pop 408467 + pop 14259 + push 422726 (add)
pop 422726 + pop 12707 + push 435433 (add)
pop 435433 + pop 22310 + push 457743 (add)
pop 457743 + pop 5335 + push 463078 (add)
pop 463078 + pop 1455 + push 464533 (add)
pop 464533 + pop 14744 + push 479277 (add)
pop 479277 + pop 17169 + push 496446 (add)
pop 496446 + pop 11155 + push 507601 (add)
pop 507601 + pop 15617 + push 523218 (add)
pop 523218 + pop 12319 + push 535537 (add)
pop 535537 + pop 10282 + push 545819 (add)
pop 545819 + pop 13386 + push 559205 (add)
pop 559205 + pop 12707 + push 571912 (add)
pop 571912 + pop 8827 + push 580739 (add)
pop 580739 + pop 10476 + push 591215 (add)
pop 591215 + pop 13386 + push 604601 (add)
pop 604601 + pop 13580 + push 618181 (add)
pop 618181 + pop 2619 + push 620800 (add)
pop 620800 + pop 10282 + push 631082 (add)
mov m[4096], 631082
push 97 (640)
push 56
pop 56 + pop 97 + push 5432 (mul)
push 97 (641)
push 249
pop 249 + pop 97 + push 24153 (mul)
push 97 (642)
push 152
pop 152 + pop 97 + push 14744 (mul)
push 97 (643)
push 225
pop 225 + pop 97 + push 21825 (mul)
push 97 (644)
push 66
pop 66 + pop 97 + push 6402 (mul)
push 97 (645)
push 136
pop 136 + pop 97 + push 13192 (mul)
push 97 (646)
push 113
pop 113 + pop 97 + push 10961 (mul)
push 97 (647)
push 243
pop 243 + pop 97 + push 23571 (mul)
push 97 (648)
push 63
pop 63 + pop 97 + push 6111 (mul)
push 97 (649)
push 233
pop 233 + pop 97 + push 22601 (mul)
push 97 (650)
push 254
pop 254 + pop 97 + push 24638 (mul)
push 97 (651)
push 69
pop 69 + pop 97 + push 6693 (mul)
push 97 (652)
push 191
pop 191 + pop 97 + push 18527 (mul)
push 97 (653)
push 1
pop 1 + pop 97 + push 97 (mul)
push 97 (654)
push 147
pop 147 + pop 97 + push 14259 (mul)
push 97 (655)
push 169
pop 169 + pop 97 + push 16393 (mul)
push 97 (656)
push 118
pop 118 + pop 97 + push 11446 (mul)
push 97 (657)
push 97
pop 97 + pop 97 + push 9409 (mul)
push 97 (658)
push 193
pop 193 + pop 97 + push 18721 (mul)
push 97 (659)
push 175
pop 175 + pop 97 + push 16975 (mul)
push 97 (660)
push 25
pop 25 + pop 97 + push 2425 (mul)
push 97 (661)
push 141
pop 141 + pop 97 + push 13677 (mul)
push 97 (662)
push 234
pop 234 + pop 97 + push 22698 (mul)
push 97 (663)
push 105
pop 105 + pop 97 + push 10185 (mul)
push 97 (664)
push 9
pop 9 + pop 97 + push 873 (mul)
push 97 (665)
push 53
pop 53 + pop 97 + push 5141 (mul)
push 97 (666)
push 115
pop 115 + pop 97 + push 11155 (mul)
push 97 (667)
push 162
pop 162 + pop 97 + push 15714 (mul)
push 97 (668)
push 104
pop 104 + pop 97 + push 10088 (mul)
push 97 (669)
push 104
pop 104 + pop 97 + push 10088 (mul)
push 97 (670)
push 153
pop 153 + pop 97 + push 14841 (mul)
push 97 (671)
push 57
pop 57 + pop 97 + push 5529 (mul)
push 97 (672)
push 11
pop 11 + pop 97 + push 1067 (mul)
push 97 (673)
push 28
pop 28 + pop 97 + push 2716 (mul)
push 97 (674)
push 3
pop 3 + pop 97 + push 291 (mul)
push 97 (675)
push 146
pop 146 + pop 97 + push 14162 (mul)
push 97 (676)
push 14
pop 14 + pop 97 + push 1358 (mul)
push 97 (677)
push 70
pop 70 + pop 97 + push 6790 (mul)
push 97 (678)
push 154
pop 154 + pop 97 + push 14938 (mul)
push 97 (679)
push 102
pop 102 + pop 97 + push 9894 (mul)
push 97 (680)
push 169
pop 169 + pop 97 + push 16393 (mul)
push 97 (681)
push 66
pop 66 + pop 97 + push 6402 (mul)
push 97 (682)
push 133
pop 133 + pop 97 + push 12901 (mul)
push 97 (683)
push 29
pop 29 + pop 97 + push 2813 (mul)
push 97 (684)
push 107
pop 107 + pop 97 + push 10379 (mul)
push 97 (685)
push 155
pop 155 + pop 97 + push 15035 (mul)
push 97 (686)
push 22
pop 22 + pop 97 + push 2134 (mul)
push 97 (687)
push 231
pop 231 + pop 97 + push 22407 (mul)
push 97 (688)
push 61
pop 61 + pop 97 + push 5917 (mul)
pop 5917 + pop 22407 + push 28324 (add)
pop 28324 + pop 2134 + push 30458 (add)
pop 30458 + pop 15035 + push 45493 (add)
pop 45493 + pop 10379 + push 55872 (add)
pop 55872 + pop 2813 + push 58685 (add)
pop 58685 + pop 12901 + push 71586 (add)
pop 71586 + pop 6402 + push 77988 (add)
pop 77988 + pop 16393 + push 94381 (add)
pop 94381 + pop 9894 + push 104275 (add)
pop 104275 + pop 14938 + push 119213 (add)
pop 119213 + pop 6790 + push 126003 (add)
pop 126003 + pop 1358 + push 127361 (add)
pop 127361 + pop 14162 + push 141523 (add)
pop 141523 + pop 291 + push 141814 (add)
pop 141814 + pop 2716 + push 144530 (add)
pop 144530 + pop 1067 + push 145597 (add)
pop 145597 + pop 5529 + push 151126 (add)
pop 151126 + pop 14841 + push 165967 (add)
pop 165967 + pop 10088 + push 176055 (add)
pop 176055 + pop 10088 + push 186143 (add)
pop 186143 + pop 15714 + push 201857 (add)
pop 201857 + pop 11155 + push 213012 (add)
pop 213012 + pop 5141 + push 218153 (add)
pop 218153 + pop 873 + push 219026 (add)
pop 219026 + pop 10185 + push 229211 (add)
pop 229211 + pop 22698 + push 251909 (add)
pop 251909 + pop 13677 + push 265586 (add)
pop 265586 + pop 2425 + push 268011 (add)
pop 268011 + pop 16975 + push 284986 (add)
pop 284986 + pop 18721 + push 303707 (add)
pop 303707 + pop 9409 + push 313116 (add)
pop 313116 + pop 11446 + push 324562 (add)
pop 324562 + pop 16393 + push 340955 (add)
pop 340955 + pop 14259 + push 355214 (add)
pop 355214 + pop 97 + push 355311 (add)
pop 355311 + pop 18527 + push 373838 (add)
pop 373838 + pop 6693 + push 380531 (add)
pop 380531 + pop 24638 + push 405169 (add)
pop 405169 + pop 22601 + push 427770 (add)
pop 427770 + pop 6111 + push 433881 (add)
pop 433881 + pop 23571 + push 457452 (add)
pop 457452 + pop 10961 + push 468413 (add)
pop 468413 + pop 13192 + push 481605 (add)
pop 481605 + pop 6402 + push 488007 (add)
pop 488007 + pop 21825 + push 509832 (add)
pop 509832 + pop 14744 + push 524576 (add)
pop 524576 + pop 24153 + push 548729 (add)
pop 548729 + pop 5432 + push 554161 (add)
mov m[4100], 554161
push 97 (640)
...
pop 647184 + pop 20952 + push 668136 (add)
pop 668136 + pop 5432 + push 673568 (add)
pop 673568 + pop 3007 + push 676575 (add)
mov m[4136], 676575
push 97 (666)
marshal xor 97
Traceback (most recent call last):
  File "xxxx\smileyCTF2025\dna\main.py", line 146, in <module>
    f.__code__ = marshal.loads(decrypted_code)
ValueError: bad marshal data (unknown type code)

发现最后marshal.loads报错，说明之前异或key不对，要满足条件，结合push 97 (666)和以下代码可知读取的是第26位的字符

# 提取 flag 的核心部分并加载到内存
flag_core = flag[6:-1]
for i in range(len(flag_core)):
    m[640 + i] = flag_core[i]

那么我需要确保正确的key，才能不报错，跑几次就知道固定位是哪些了

flag = ["a"] * 49
flag[26] = "o"
flag[27] = "u"
flag[22] = "i"
flag[33] = "a"
print(".;,;.{"+"".join(flag)+"}")

此时完整的跑完了所有代码，日志最后如下，可以看到做了cmp并打印了WRONG!

push 692012
pop 692012 + pop 634894 + push False (cmp)
push 560883 (4100)
push 611030
pop 611030 + pop 560883 + push False (cmp)
push 611342 (4104)
push 658676
pop 658676 + pop 611342 + push False (cmp)
push 509003 (4108)
push 556679
pop 556679 + pop 509003 + push False (cmp)
push 546430 (4112)
push 588728
pop 588728 + pop 546430 + push False (cmp)
push 579826 (4116)
push 628470
pop 628470 + pop 579826 + push False (cmp)
push 602413 (4120)
push 659130
pop 659130 + pop 602413 + push False (cmp)
push 577942 (4124)
push 623012
pop 623012 + pop 577942 + push False (cmp)
push 550513 (4128)
push 590356
pop 590356 + pop 550513 + push False (cmp)
push 613384 (4132)
push 670831
pop 670831 + pop 613384 + push False (cmp)
push 680525 (4136)
push 734960
pop 734960 + pop 680525 + push False (cmp)
push 644669 (4140)
push 694096
pop 694096 + pop 644669 + push False (cmp)
push 629106 (4144)
push 673431
pop 673431 + pop 629106 + push False (cmp)
push 617752 (4148)
push 676517
pop 676517 + pop 617752 + push False (cmp)
push 587496 (4152)
push 638313
pop 638313 + pop 587496 + push False (cmp)
push 669877 (4156)
push 730305
pop 730305 + pop 669877 + push False (cmp)
push 596543 (4160)
push 651347
pop 651347 + pop 596543 + push False (cmp)
push 570569 (4164)
push 612947
pop 612947 + pop 570569 + push False (cmp)
push 563354 (4168)
push 614037
pop 614037 + pop 563354 + push False (cmp)
push 663445 (4172)
push 722768
pop 722768 + pop 663445 + push False (cmp)
push 600977 (4176)
push 662232
pop 662232 + pop 600977 + push False (cmp)
push 562147 (4180)
push 608720
pop 608720 + pop 562147 + push False (cmp)
push 549327 (4184)
push 598699
pop 598699 + pop 549327 + push False (cmp)
push 574252 (4188)
push 626932
pop 626932 + pop 574252 + push False (cmp)
push 606902 (4192)
push 659018
pop 659018 + pop 606902 + push False (cmp)
push 509219 (4196)
push 554138
pop 554138 + pop 509219 + push False (cmp)
push 577055 (4200)
push 627484
pop 627484 + pop 577055 + push False (cmp)
push 563062 (4204)
push 620929
pop 620929 + pop 563062 + push False (cmp)
push 604593 (4208)
push 655810
pop 655810 + pop 604593 + push False (cmp)
push 549613 (4212)
push 598103
pop 598103 + pop 549613 + push False (cmp)
push 612597 (4216)
push 664749
pop 664749 + pop 612597 + push False (cmp)
push 715765 (4220)
push 772833
pop 772833 + pop 715765 + push False (cmp)
push 653362 (4224)
push 710796
pop 710796 + pop 653362 + push False (cmp)
push 613421 (4228)
push 669747
pop 669747 + pop 613421 + push False (cmp)
push 533243 (4232)
push 576742
pop 576742 + pop 533243 + push False (cmp)
push 654872 (4236)
push 715958
pop 715958 + pop 654872 + push False (cmp)
push 628632 (4240)
push 682073
pop 682073 + pop 628632 + push False (cmp)
push 634846 (4244)
push 687276
pop 687276 + pop 634846 + push False (cmp)
push 737893 (4248)
push 806029
pop 806029 + pop 737893 + push False (cmp)
push 608557 (4252)
push 660519
pop 660519 + pop 608557 + push False (cmp)
push 669695 (4256)
push 728567
pop 728567 + pop 669695 + push False (cmp)
push 634701 (4260)
push 689664
pop 689664 + pop 634701 + push False (cmp)
push 686508 (4264)
push 746796
pop 746796 + pop 686508 + push False (cmp)
push 549765 (4268)
push 597800
pop 597800 + pop 549765 + push False (cmp)
push 570832 (4272)
push 629625
pop 629625 + pop 570832 + push False (cmp)
push 541830 (4276)
push 585142
pop 585142 + pop 541830 + push False (cmp)
push 620926 (4280)
push 678960
pop 678960 + pop 620926 + push False (cmp)
push 609713 (4284)
push 665322
pop 665322 + pop 609713 + push False (cmp)
push 655189 (4288)
push 710793
pop 710793 + pop 655189 + push False (cmp)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
push 49
pop 49 + pop 0 + push False (cmp)
jmp 69308 if 0!=1 else pc+=12
push 87
Wpush 82
Rpush 79
Opush 78
Npush 71
Gpush 33
!push 10

观察cmp值正是之前求和，此时就清楚了要用z3求解，把乘的常数和cmp的常数全部打印下来

from z3 import *

mul = [106, 27, 140, 138, 108, 91, 131, 138, 106, 127, 161, 115, 177, 152, 15, 55, 230, 131, 147, 183, 235, 197, 200, 104, 188, 196, 118, 28, 21, 97, 151, 217, 118, 22, 212, 31, 101, 227, 155, 237, 146, 68, 75, 71, 218, 173, 41, 220, 161, 56, 249, 152, 225, 66, 136, 113, 243, 63, 233, 254, 69, 191, 1, 147, 169, 118, 97, 193, 175, 25, 141, 234, 105, 9, 53, 115, 162, 104, 104, 153, 57, 11, 28, 3, 146, 14, 70, 154, 102, 169, 66, 133, 29, 107, 155, 22, 231, 61, 149, 104, 66, 72, 140, 134, 140, 174, 236, 10, 209, 162, 15, 223, 191, 183, 77, 137, 106, 69, 54, 1, 122, 195, 62, 99, 155, 10, 18, 117, 164, 216, 231, 150, 255, 127, 193, 145, 190, 34, 46, 64, 189, 182, 27, 163, 156, 156, 150, 67, 113, 188, 13, 173, 1, 115, 188, 151, 10, 188, 30, 74, 224, 175, 170, 60, 43, 188, 162, 85, 16, 28, 80, 4, 32, 83, 156, 173, 222, 92, 105, 251, 218, 180, 75, 122, 7, 11, 68, 26, 140, 122, 201, 116, 65, 5, 101, 84, 105, 219, 67, 72, 186, 183, 69, 249, 212, 86, 31, 81, 27, 207, 68, 16, 188, 133, 25, 94, 132, 72, 83, 9, 154, 87, 12, 149, 255, 225, 199, 114, 138, 200, 131, 175, 62, 39, 7, 21, 135, 83, 25, 47, 58, 72, 235, 230, 127, 198, 192, 176, 56, 51, 114, 132, 115, 180, 236, 17, 23, 145, 148, 54, 152, 33, 78, 191, 203, 193, 236, 77, 7, 196, 202, 134, 145, 61, 50, 244, 0, 37, 103, 162, 172, 246, 250, 147, 114, 45, 196, 24, 150, 13, 21, 64, 115, 24, 29, 45, 240, 12, 189, 166, 2, 253, 204, 91, 7, 70, 163, 182, 166, 31, 139, 1, 229, 118, 218, 229, 40, 169, 59, 97, 224, 67, 195, 95, 13, 72, 186, 53, 122, 229, 42, 113, 117, 246, 182, 69, 90, 135, 192, 156, 122, 181, 111, 114, 134, 171, 106, 59, 64, 227, 11, 105, 240, 221, 87, 76, 80, 204, 240, 26, 196, 170, 24, 140, 68, 48, 64, 238, 238, 141, 106, 221, 82, 151, 24, 233, 67, 216, 197, 4, 22, 82, 235, 152, 195, 53, 12, 27, 134, 42, 163, 2, 127, 63, 220, 64, 42, 237, 19, 182, 58, 14, 15, 176, 7, 57, 158, 119, 231, 97, 35, 167, 21, 40, 238, 111, 119, 116, 99, 12, 8, 77, 120, 201, 101, 218, 27, 109, 24, 109, 234, 245, 230, 138, 154, 174, 159, 184, 56, 146, 81, 253, 185, 175, 59, 219, 231, 246, 46, 101, 95, 237, 171, 242, 134, 95, 152, 121, 232, 43, 50, 135, 70, 144, 122, 118, 75, 138, 57, 120, 120, 198, 38, 202, 51, 17, 142, 190, 122, 111, 110, 16, 60, 130, 147, 180, 70, 200, 71, 39, 31, 56, 216, 186, 8, 162, 252, 157, 136, 117, 254, 188, 72, 113, 153, 135, 218, 103, 228, 91, 99, 234, 249, 144, 235, 70, 17, 86, 161, 143, 241, 234, 87, 152, 247, 109, 154, 231, 193, 48, 174, 41, 118, 139, 244, 43, 115, 41, 50, 60, 107, 224, 167, 53, 64, 187, 212, 249, 64, 32, 237, 18, 155, 194, 215, 15, 1, 30, 239, 163, 225, 161, 87, 228, 113, 71, 153, 183, 62, 146, 54, 231, 201, 56, 252, 112, 130, 208, 205, 11, 255, 91, 7, 114, 91, 175, 246, 37, 135, 96, 194, 108, 97, 191, 20, 140, 113, 63, 145, 97, 221, 100, 89, 38, 8, 31, 47, 68, 225, 54, 124, 140, 215, 189, 167, 210, 93, 149, 172, 5, 14, 207, 186, 124, 188, 247, 161, 238, 215, 226, 48, 26, 185, 170, 84, 253, 92, 221, 229, 12, 122, 30, 173, 171, 188, 64, 199, 16, 209, 221, 139, 5, 249, 240, 118, 37, 126, 252, 253, 95, 92, 73, 241, 156, 69, 44, 229, 224, 8, 58, 35, 146, 47, 177, 142, 100, 156, 37, 0, 97, 227, 100, 53, 12, 220, 212, 95, 87, 172, 60, 150, 10, 71, 141, 50, 204, 201, 212, 248, 235, 115, 76, 56, 32, 82, 169, 83, 206, 175, 83, 223, 100, 244, 34, 127, 24, 76, 136, 128, 226, 146, 187, 51, 232, 236, 53, 60, 38, 54, 51, 0, 228, 114, 34, 185, 251, 59, 207, 64, 175, 77, 94, 243, 222, 81, 138, 176, 175, 83, 74, 160, 243, 128, 222, 56, 7, 160, 112, 141, 64, 237, 21, 110, 83, 217, 222, 54, 194, 201, 227, 149, 242, 10, 78, 254, 196, 130, 232, 115, 62, 159, 164, 30, 72, 110, 186, 42, 142, 162, 231, 238, 121, 109, 214, 64, 222, 178, 67, 114, 193, 78, 90, 39, 35, 181, 182, 99, 7, 177, 20, 131, 106, 249, 101, 153, 43, 237, 17, 54, 97, 173, 63, 193, 115, 17, 192, 11, 252, 75, 7, 214, 163, 137, 157, 175, 119, 133, 215, 235, 223, 6, 195, 165, 156, 63, 72, 2, 193, 184, 39, 231, 155, 98, 79, 183, 185, 146, 62, 84, 216, 246, 91, 217, 82, 93, 52, 161, 74, 13, 36, 50, 34, 86, 102, 38, 21, 122, 67, 28, 186, 24, 191, 166, 92, 195, 65, 177, 193, 150, 153, 235, 164, 177, 52, 39, 143, 24, 85, 197, 41, 84, 78, 36, 18, 232, 243, 57, 110, 145, 18, 75, 55, 164, 81, 116, 21, 122, 122, 181, 171, 57, 20, 63, 147, 66, 226, 188, 141, 104, 194, 81, 250, 180, 121, 157, 28, 204, 8, 242, 114, 156, 5, 240, 115, 129, 142, 194, 160, 36, 136, 193, 181, 241, 63, 253, 254, 211, 57, 35, 89, 66, 63, 73, 59, 171, 217, 209, 126, 155, 247, 43, 150, 99, 153, 215, 132, 103, 16, 86, 242, 176, 180, 114, 217, 233, 76, 158, 79, 35, 127, 167, 46, 119, 222, 128, 169, 191, 253, 120, 190, 123, 236, 110, 163, 65, 94, 22, 31, 35, 231, 16, 174, 168, 106, 95, 93, 160, 29, 179, 53, 183, 7, 60, 162, 189, 74, 110, 106, 103, 248, 69, 173, 169, 88, 169, 73, 188, 107, 110, 150, 138, 26, 123, 0, 127, 113, 245, 44, 14, 67, 52, 165, 224, 252, 82, 28, 110, 54, 122, 1, 30, 183, 104, 206, 46, 8, 207, 183, 138, 182, 117, 156, 110, 128, 157, 171, 7, 91, 8, 156, 69, 25, 236, 68, 60, 213, 4, 172, 95, 27, 5, 124, 203, 55, 111, 229, 133, 98, 107, 120, 40, 156, 95, 115, 180, 208, 106, 59, 47, 57, 104, 29, 53, 166, 204, 120, 186, 112, 86, 85, 154, 77, 166, 211, 120, 219, 118, 226, 143, 174, 202, 237, 226, 42, 101, 79, 81, 213, 110, 180, 81, 38, 104, 24, 89, 112, 177, 161, 121, 81, 34, 81, 196, 75, 3, 110, 134, 218, 104, 242, 130, 140, 38, 49, 75, 139, 62, 110, 172, 106, 86, 142, 77, 167, 105, 105, 80, 17, 66, 212, 94, 125, 6, 41, 160, 157, 182, 200, 154, 66, 212, 231, 77, 42, 249, 125, 129, 208, 128, 20, 192, 243, 33, 162, 17, 164, 94, 246, 186, 143, 50, 185, 248, 186, 123, 60, 80, 66, 62, 33, 247, 129, 8, 239, 31, 81, 139, 25, 57, 233, 229, 185, 96, 173, 22, 47, 37, 104, 128, 20, 133, 176, 50, 37, 250, 84, 13, 246, 72, 102, 23, 30, 204, 231, 98, 17, 106, 39, 1, 7, 253, 94, 230, 87, 32, 191, 23, 167, 150, 140, 55, 80, 67, 119, 105, 196, 90, 196, 124, 253, 35, 0, 91, 143, 122, 176, 71, 215, 5, 108, 122, 252, 188, 219, 200, 159, 159, 241, 232, 83, 79, 17, 194, 208, 15, 62, 67, 80, 123, 29, 47, 168, 234, 68, 56, 24, 46, 45, 89, 46, 132, 221, 86, 69, 12, 13, 225, 71, 76, 254, 169, 78, 135, 82, 5, 193, 231, 141, 149, 251, 25, 132, 26, 57, 222, 26, 210, 42, 138, 145, 47, 201, 59, 135, 71, 160, 129, 127, 45, 47, 151, 54, 241, 57, 219, 71, 248, 77, 91, 44, 145, 176, 240, 164, 45, 125, 101, 228, 50, 221, 161, 175, 235, 92, 65, 229, 128, 14, 254, 144, 9, 147, 4, 6, 152, 66, 147, 157, 193, 85, 253, 174, 112, 181, 86, 158, 90, 42, 94, 244, 58, 125, 199, 111, 8, 89, 37, 218, 9, 200, 50, 178, 247, 234, 21, 251, 76, 5, 175, 105, 22, 51, 139, 244, 146, 22, 202, 54, 65, 76, 43, 205, 86, 158, 124, 71, 178, 67, 2, 64, 121, 13, 76, 108, 29, 193, 114, 48, 103, 219, 111, 131, 122, 124, 167, 83, 217, 11, 110, 232, 131, 235, 213, 78, 227, 127, 52, 163, 62, 234, 203, 174, 73, 12, 61, 208, 167, 214, 4, 132, 152, 31, 115, 211, 189, 158, 201, 87, 121, 228, 246, 15, 236, 9, 96, 222, 112, 108, 104, 139, 89, 56, 48, 132, 111, 20, 7, 72, 174, 235, 34, 250, 173, 179, 188, 218, 123, 30, 226, 40, 228, 207, 17, 141, 21, 172, 128, 23, 26, 117, 175, 128, 202, 44, 239, 161, 166, 253, 191, 107, 183, 138, 127, 213, 50, 133, 75, 184, 199, 199, 255, 67, 180, 159, 152, 232, 84, 239, 155, 61, 154, 162, 51, 85, 204, 216, 23, 125, 151, 251, 116, 139, 196, 231, 180, 54, 24, 111, 13, 90, 158, 61, 118, 133, 150, 228, 195, 38, 121, 224, 156, 179, 162, 0, 241, 91, 38, 162, 115, 63, 188, 196, 70, 239, 131, 241, 164, 158, 107, 181, 167, 146, 147, 68, 213, 184, 252, 52, 167, 10, 23, 35, 2, 182, 150, 103, 196, 58, 132, 146, 243, 222, 104, 27, 63, 212, 76, 195, 92, 188, 107, 92, 96, 145, 141, 177, 108, 174, 23, 17, 229, 178, 64, 209, 44, 190, 223, 69, 65, 108, 111, 229, 104, 201, 105, 188, 81, 192, 56, 53, 82, 83, 241, 15, 97, 166, 194, 23, 241, 86, 72, 141, 116, 86, 21, 68, 54, 237, 96, 66, 240, 11, 53, 119, 39, 63, 139, 180, 19, 202, 23, 15, 195, 123, 52, 157, 177, 129, 30, 248, 141, 245, 255, 19, 91, 249, 52, 3, 211, 225, 82, 142, 212, 72, 223, 175, 219, 22, 211, 250, 121, 209, 45, 70, 128, 208, 70, 128, 124, 6, 247, 52, 156, 1, 137, 79, 174, 69, 170, 98, 230, 213, 102, 33, 44, 246, 209, 236, 70, 70, 180, 71, 155, 207, 228, 14, 137, 43, 94, 45, 53, 176, 121, 255, 206, 56, 61, 140, 191, 87, 197, 142, 155, 55, 67, 19, 139, 155, 21, 106, 88, 239, 224, 208, 203, 45, 212, 62, 173, 174, 58, 227, 54, 6, 179, 3, 126, 149, 167, 108, 150, 33, 219, 198, 233, 251, 168, 115, 36, 55, 160, 235, 16, 76, 142, 228, 123, 184, 221, 116, 74, 85, 147, 59, 113, 61, 166, 245, 23, 172, 132, 10, 24, 199, 47, 199, 66, 203, 197, 253, 129, 193, 113, 238, 10, 19, 231, 203, 51, 138, 219, 210, 176, 236, 182, 147, 23, 25, 251, 52, 161, 213, 230, 194, 61, 229, 224, 19, 243, 233, 43, 26, 77, 198, 245, 153, 232, 122, 253, 150, 121, 206, 176, 248, 177, 99, 98, 198, 130, 57, 179, 156, 111, 253, 204, 184, 159, 220, 72, 176, 156, 79, 160, 40, 201, 95, 63, 240, 9, 140, 44, 36, 92, 17, 251, 178, 81, 226, 91, 66, 50, 241, 73, 84, 24, 64, 187, 27, 52, 61, 241, 181, 155, 135, 47, 113, 191, 232, 207, 56, 58, 179, 252, 193, 242, 85, 168, 251, 47, 196, 147, 166, 223, 251, 42, 55, 28, 185, 38, 23, 230, 239, 105, 238, 217, 197, 238, 107, 178, 212, 27, 95, 77, 134, 159, 61, 229, 7, 85, 96, 87, 232, 125, 89, 44, 152, 66, 61, 223, 181, 77, 50, 127, 215, 247, 134, 13, 30, 98, 64, 199, 77, 161, 210, 128, 124, 91, 239, 20, 186, 222, 151, 186, 92, 172, 13, 223, 215, 65, 161, 108, 172, 64, 40, 117, 189, 227, 135, 81, 174, 204, 183, 45, 61, 83, 195, 51, 183, 203, 42, 52, 215, 162, 208, 149, 221, 184, 64, 219, 6, 155, 196, 206, 240, 226, 168, 94, 189, 28, 146, 209, 84, 250, 204, 204, 246, 112, 223, 29, 30, 69, 244, 100, 37, 250, 20, 255, 174, 193, 91, 65, 126, 75, 7, 114, 141, 55, 232, 108, 24, 251, 61, 153, 121, 90, 58, 27, 45, 142, 3, 88, 54, 29, 122, 145, 160, 70, 146, 125, 187, 40, 78, 91, 155, 111, 153, 33, 106, 232, 210, 198, 47, 122, 223, 154, 4, 155, 60, 81, 255, 225, 22, 92, 56, 93, 170, 52, 165, 34, 229, 99, 90, 18, 232, 42, 19, 180, 144, 219, 231, 114, 6, 186, 245, 172, 151, 112, 252, 168, 232, 127, 113, 221, 83, 250, 60, 74, 88, 163, 23, 47, 120, 226, 13, 10, 34, 60, 26, 255, 3, 165, 0, 57, 96, 116, 77, 227, 18, 191, 216, 169, 246, 185, 113, 45, 118, 0, 8, 144, 142, 29, 145, 171, 42, 224, 138, 39, 154, 53, 119, 154, 232, 47, 128, 43, 175, 200, 50, 100, 215, 98, 202, 98, 137, 17, 66, 64, 21, 208, 5, 31, 0, 192, 34, 0, 106, 198, 153, 63, 224, 94, 25, 27, 181, 44, 170, 243, 237, 126, 249, 108, 196, 100, 241, 164, 136, 38, 103, 123, 131, 35, 83, 182, 252, 16, 54, 209, 223, 2, 62, 199, 158, 39, 122, 118, 145, 30, 65, 212, 199, 70, 205, 216, 97, 227, 167, 124, 20, 193, 221, 116, 101, 164, 158, 33, 116, 181, 150, 215, 123, 248, 30, 214, 155, 77, 105, 188, 139, 162, 95, 118, 219, 66, 246, 136, 92, 197, 7, 199, 216, 112, 29, 200, 22, 80, 64, 7, 203, 100, 80, 26, 1, 10, 177, 31, 35, 108, 132, 53, 119, 122, 72, 51, 62, 160, 167, 251, 191, 245, 142, 79, 235, 184, 142, 194, 218, 240, 66, 226, 179, 125, 18, 246, 234, 25, 56, 4, 240, 215, 214, 42, 143, 32, 87, 5, 215, 62, 231, 179, 186, 219]
cmp = [692012, 611030, 658676, 556679, 588728, 628470, 659130, 623012, 590356, 670831, 734960, 694096, 673431, 676517, 638313, 730305, 651347, 612947, 614037, 722768, 662232, 608720, 598699, 626932, 659018, 554138, 627484, 620929, 655810, 598103, 664749, 772833, 710796, 669747, 576742, 715958, 682073, 687276, 806029, 660519, 728567, 689664, 746796, 597800, 629625, 585142, 678960, 665322, 710793]
flag = [BitVec(f'flag{i}', 8) for i in range(49)]
s = Solver()
for i in range(0, len(mul), 49):
    sum = 0
    for j in range(49):
        sum += flag[j] * mul[i+j]
    s.add(sum == cmp[i//49])
s.add(flag[26] == ord("o"))
s.add(flag[27] == ord("u"))
s.add(flag[22] == ord("i"))
s.add(flag[33] == ord("a"))
if s.check() == sat:
    m = s.model()
    for i in flag:
        print(chr(m[i].as_long()), end='')

稍等一小会就得到flag为we_ought_to_start_storing_our_data_as_dna_instead

liqUID glASS

挺有创新性的，结合最近苹果他们新出的液态玻璃特效出了个图像处理技术

他们部署了一个在线网站，可以尝试转换下，在网站源代码里找到了liquidglass.wasm，用wasm2c得到c代码然后转为链接文件o就可以ida反编译分析代码

结合源代码下的liquidglass.js可知_applyLiquidGlass调用了wasm里的f函数

var _create_buffer, _destroy_buffer, _applyLiquidGlass, __emscripten_stack_restore, __emscripten_stack_alloc, _emscripten_stack_get_current;
function assignWasmExports(wasmExports) {
    Module["_create_buffer"] = _create_buffer = wasmExports["d"];
    Module["_destroy_buffer"] = _destroy_buffer = wasmExports["e"];
    Module["_applyLiquidGlass"] = _applyLiquidGlass = wasmExports["f"];
    __emscripten_stack_restore = wasmExports["g"];
    __emscripten_stack_alloc = wasmExports["h"];
    _emscripten_stack_get_current = wasmExports["i"]
}

在ida里找到带有liquidglass和f的函数

__int64 __fastcall w2c_liquidglass_f(__int64 a1, unsigned int a2, unsigned int a3, unsigned int a4, unsigned int a5)
{
  return w2c_liquidglass_f_0(a1, a2, a3, a4, a5);
}
_BOOL8 __fastcall w2c_liquidglass_f_0(__int64 a1, int a2, int a3, int a4, int a5)
{
  // [COLLAPSED LOCAL DECLARATIONS. PRESS NUMPAD "+" TO EXPAND]

  v120 = 0;
  result = a5 <= 0;
  if ( a5 > 0 )
  {
    result = a4 <= 0;
    if ( a4 > 0 )
    {
      v94 = a5 - 1;
      v71 = (float)(a5 - 1);
      v93 = a4 - 1;
      v70 = (float)(a4 - 1);
      v69 = (float)a5;
      v68 = (float)a4;
      do
      {
        v92 = v120 * a4;
        v73 = (float)v120 / v69;
        v72 = v73 + -0.5;
        v121 = 0;
        do
        {
          v102 = *(_DWORD *)(a1 + 8) - 16;
          *(_DWORD *)(a1 + 8) = v102;
          v81 = (float)v121 / v68;
          v116 = (float)(v81 * 25.0) + (float)(v73 * 20.0);
          v105 = i32_reinterpret_f32(*(double *)_mm_cvtsi32_si128(LODWORD(v116)).m128i_i64);
          v110 = v105 & 0x7FFFFFFF;
          if ( (v105 & 0x7FFFFFFFu) > 0x3F490FDA )
          {
            if ( v110 > 0x407B53D1 )
            {
              if ( v110 > 0x40E231D5 )
              {
                if ( v110 >= 0x7F800000 )
                {
                  v116 = v116 - v116;
                  goto LABEL_36;
                }
                v111 = w2c_liquidglass_f5(a1, v102 + 8, *(double *)_mm_cvtsi32_si128(LODWORD(v116)).m128i_i64);
                v65 = f64_load(a1 + 16, v102 + 8LL);
                if ( (v111 & 3) == 3 )
                {
                  v18 = (__m128i)*(unsigned __int64 *)&v65;
                  *(double *)v18.m128i_i64 = w2c_liquidglass_f2(a1, v65);
                  v116 = -COERCE_FLOAT(_mm_cvtsi128_si32(v18));
                }
                else
                {
                  if ( (v111 & 3u) - 1 > 2 )
                    goto LABEL_32;
                  if ( (v111 & 3) == 1 )
                  {
                    v16 = (__m128i)*(unsigned __int64 *)&v65;
                    *(double *)v16.m128i_i64 = w2c_liquidglass_f2(a1, v65);
                    v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v16));
                  }
                  else
                  {
                    if ( (v111 & 3) != 2 )
                    {
LABEL_32:
                      v15 = (__m128i)*(unsigned __int64 *)&v65;
                      *(double *)v15.m128i_i64 = w2c_liquidglass_f1(a1, v65);
                      v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v15));
                      goto LABEL_36;
                    }
                    v17 = (__m128i)(*(_QWORD *)&v65 ^ 0x8000000000000000LL);
                    *(double *)v17.m128i_i64 = w2c_liquidglass_f1(a1, *(double *)v17.m128i_i64);
                    v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v17));
                  }
                }
              }
              else if ( v110 > 0x40AFEDDF )
              {
                if ( v105 >= 0 )
                  v13 = -6.283185307179586;
                else
                  v13 = 6.283185307179586;
                v55 = v13 + wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v116)).m128i_i64);
                v14 = (__m128i)*(unsigned __int64 *)&v55;
                *(double *)v14.m128i_i64 = w2c_liquidglass_f1(a1, v55);
                v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v14));
              }
              else
              {
                v64 = wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v116)).m128i_i64);
                if ( v105 >= 0 )
                {
                  v12 = (__m128i)COERCE_UNSIGNED_INT64(v64 + -4.71238898038469);
                  *(double *)v12.m128i_i64 = w2c_liquidglass_f2(a1, *(double *)v12.m128i_i64);
                  v116 = -COERCE_FLOAT(_mm_cvtsi128_si32(v12));
                }
                else
                {
                  v11 = (__m128i)COERCE_UNSIGNED_INT64(v64 + 4.71238898038469);
                  *(double *)v11.m128i_i64 = w2c_liquidglass_f2(a1, *(double *)v11.m128i_i64);
                  v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v11));
                }
              }
            }
            else
            {
              v63 = wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v116)).m128i_i64);
              if ( v110 > 0x4016CBE3 )
              {
                if ( v105 < 0 )
                  v9 = 3.141592653589793;
                else
                  v9 = -3.141592653589793;
                v10 = (__m128i)COERCE_UNSIGNED_INT64(-(v9 + v63));
                *(double *)v10.m128i_i64 = w2c_liquidglass_f1(a1, *(double *)v10.m128i_i64);
                v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v10));
              }
              else if ( v105 >= 0 )
              {
                v8 = (__m128i)COERCE_UNSIGNED_INT64(v63 + -1.570796326794897);
                *(double *)v8.m128i_i64 = w2c_liquidglass_f2(a1, *(double *)v8.m128i_i64);
                v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v8));
              }
              else
              {
                v7 = (__m128i)COERCE_UNSIGNED_INT64(v63 + 1.570796326794897);
                *(double *)v7.m128i_i64 = w2c_liquidglass_f2(a1, *(double *)v7.m128i_i64);
                v116 = -COERCE_FLOAT(_mm_cvtsi128_si32(v7));
              }
            }
          }
          else if ( v110 >= 0x39800000 )
          {
            v6 = (__m128i)COERCE_UNSIGNED_INT64(wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v116)).m128i_i64));
            *(double *)v6.m128i_i64 = w2c_liquidglass_f1(a1, *(double *)v6.m128i_i64);
            v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v6));
          }
LABEL_36:
          *(_DWORD *)(a1 + 8) = v102 + 16;
          v76 = v116;
          v103 = *(_DWORD *)(a1 + 8) - 16;
          *(_DWORD *)(a1 + 8) = v103;
          v117 = (float)(v81 * 20.0) + (float)(v73 * 25.0);
          v106 = i32_reinterpret_f32(*(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64);
          v112 = v106 & 0x7FFFFFFF;
          if ( (v106 & 0x7FFFFFFFu) > 0x3F490FDA )
          {
            if ( v112 > 0x407B53D1 )
            {
              if ( v112 > 0x40E231D5 )
              {
                v115 = v117 - v117;
                if ( v112 >= 0x7F800000 )
                  goto LABEL_68;
                v113 = w2c_liquidglass_f5(a1, v103 + 8, *(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64);
                v67 = f64_load(a1 + 16, v103 + 8LL);
                if ( (v113 & 3) == 3 )
                {
                  v29 = (__m128i)*(unsigned __int64 *)&v67;
                  *(double *)v29.m128i_i64 = w2c_liquidglass_f1(a1, v67);
                  v115 = COERCE_FLOAT(_mm_cvtsi128_si32(v29));
                }
                else
                {
                  if ( (v113 & 3u) - 1 > 2 )
                    goto LABEL_64;
                  if ( (v113 & 3) == 1 )
                  {
                    v27 = (__m128i)(*(_QWORD *)&v67 ^ 0x8000000000000000LL);
                    *(double *)v27.m128i_i64 = w2c_liquidglass_f1(a1, *(double *)v27.m128i_i64);
                    v115 = COERCE_FLOAT(_mm_cvtsi128_si32(v27));
                  }
                  else
                  {
                    if ( (v113 & 3) != 2 )
                    {
LABEL_64:
                      v26 = (__m128i)*(unsigned __int64 *)&v67;
                      *(double *)v26.m128i_i64 = w2c_liquidglass_f2(a1, v67);
                      v115 = COERCE_FLOAT(_mm_cvtsi128_si32(v26));
                      goto LABEL_68;
                    }
                    v28 = (__m128i)*(unsigned __int64 *)&v67;
                    *(double *)v28.m128i_i64 = w2c_liquidglass_f2(a1, v67);
                    v115 = -COERCE_FLOAT(_mm_cvtsi128_si32(v28));
                  }
                }
              }
              else if ( v112 < 0x40AFEDE0 )
              {
                if ( v106 >= 0 )
                {
                  v25 = (__m128i)COERCE_UNSIGNED_INT64(
                                   wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64)
                                 + -4.71238898038469);
                  *(double *)v25.m128i_i64 = w2c_liquidglass_f1(a1, *(double *)v25.m128i_i64);
                }
                else
                {
                  v58 = -4.71238898038469 - wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64);
                  v25 = (__m128i)*(unsigned __int64 *)&v58;
                  *(double *)v25.m128i_i64 = w2c_liquidglass_f1(a1, v58);
                }
                v115 = COERCE_FLOAT(_mm_cvtsi128_si32(v25));
              }
              else
              {
                if ( v106 >= 0 )
                  v23 = -6.283185307179586;
                else
                  v23 = 6.283185307179586;
                v57 = v23 + wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64);
                v24 = (__m128i)*(unsigned __int64 *)&v57;
                *(double *)v24.m128i_i64 = w2c_liquidglass_f2(a1, v57);
                v115 = COERCE_FLOAT(_mm_cvtsi128_si32(v24));
              }
            }
            else if ( v112 < 0x4016CBE4 )
            {
              v66 = wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64);
              if ( v106 >= 0 )
                v22 = (__m128i)COERCE_UNSIGNED_INT64(1.570796326794897 - v66);
              else
                v22 = (__m128i)COERCE_UNSIGNED_INT64(v66 + 1.570796326794897);
              *(double *)v22.m128i_i64 = w2c_liquidglass_f1(a1, *(double *)v22.m128i_i64);
              v115 = COERCE_FLOAT(_mm_cvtsi128_si32(v22));
            }
            else
            {
              if ( v106 >= 0 )
                v20 = -3.141592653589793;
              else
                v20 = 3.141592653589793;
              v56 = v20 + wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64);
              v21 = (__m128i)*(unsigned __int64 *)&v56;
              *(double *)v21.m128i_i64 = w2c_liquidglass_f2(a1, v56);
              v115 = -COERCE_FLOAT(_mm_cvtsi128_si32(v21));
            }
          }
          else
          {
            v115 = 1.0;
            if ( v112 >= 0x39800000 )
            {
              v19 = (__m128i)COERCE_UNSIGNED_INT64(wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64));
              *(double *)v19.m128i_i64 = w2c_liquidglass_f2(a1, *(double *)v19.m128i_i64);
              v115 = COERCE_FLOAT(_mm_cvtsi128_si32(v19));
            }
          }
LABEL_68:
          *(_DWORD *)(a1 + 8) = v103 + 16;
          v78 = v81 + -0.5;
          v30 = _mm_cvtsi32_si128(
                  COERCE_UNSIGNED_INT(
                    (float)((float)(v81 + -0.5) * (float)(v81 + -0.5))
                  + (float)((float)(v73 + -0.5) * (float)(v73 + -0.5))));
          *(double *)v30.m128i_i64 = wasm_sqrtf(*(double *)v30.m128i_i64);
          v118 = COERCE_FLOAT(_mm_cvtsi128_si32(v30));
          if ( (float)((float)(v115 * 0.1) + (float)(v73 + (float)((float)(v72 * v118) * 0.5))) >= 1.0 )
            v31 = 1.0;
          else
            v31 = (float)(v115 * 0.1) + (float)(v73 + (float)((float)(v72 * v118) * 0.5));
          if ( v31 <= 0.0 )
            v31 = 0.0;
          if ( v31 >= 1.0 )
            v31 = 1.0;
          if ( v31 <= 0.0 )
            v31 = 0.0;
          v51 = v31 * v71;
          v74 = v31 * v71;
          if ( (float)(v31 * v71) < -2147483600.0 )
          {
            v32 = 0x80000000;
          }
          else if ( v51 >= 2147483600.0 )
          {
            v32 = 0x7FFFFFFF;
          }
          else
          {
            v32 = (int)v51;
          }
          v104 = v32;
          if ( v32 + 1 <= v94 )
            v33 = v32 + 1;
          else
            v33 = v94;
          v62 = a4 * v33;
          v99 = a4 * v33;
          if ( (float)((float)(v76 * 0.1) + (float)(v81 + (float)((float)(v78 * v118) * 0.5))) >= 1.0 )
            v34 = 1.0;
          else
            v34 = (float)(v76 * 0.1) + (float)(v81 + (float)((float)(v78 * v118) * 0.5));
          if ( v34 <= 0.0 )
            v34 = 0.0;
          if ( v34 >= 1.0 )
            v34 = 1.0;
          if ( v34 <= 0.0 )
            v34 = 0.0;
          v50 = v34 * v70;
          if ( (float)(v34 * v70) < -2147483600.0 )
          {
            v35 = 0x80000000;
          }
          else if ( v50 >= 2147483600.0 )
          {
            v35 = 0x7FFFFFFF;
          }
          else
          {
            v35 = (int)v50;
          }
          v114 = v35;
          if ( v35 + 1 <= v93 )
            v36 = v35 + 1;
          else
            v36 = v93;
          v96 = v36;
          v107 = 4 * (v36 + v62) + a2;
          v91 = i32_load8_u(a1 + 16, v107 + 1LL);
          v90 = i32_load8_u(a1 + 16, v107 + 2LL);
          v89 = i32_load8_u(a1 + 16, v107);
          v108 = 4 * (v99 + v114) + a2;
          v88 = i32_load8_u(a1 + 16, v108 + 1LL);
          v100 = 4 * (v104 * a4 + v96) + a2;
          v87 = i32_load8_u(a1 + 16, v100 + 1LL);
          v97 = 4 * (v104 * a4 + v114) + a2;
          v95 = i32_load8_u(a1 + 16, v97 + 1LL);
          v86 = i32_load8_u(a1 + 16, v108 + 2LL);
          v85 = i32_load8_u(a1 + 16, v100 + 2LL);
          v84 = i32_load8_u(a1 + 16, v97 + 2LL);
          v83 = i32_load8_u(a1 + 16, v108);
          v101 = i32_load8_u(a1 + 16, v100);
          v98 = i32_load8_u(a1 + 16, v97);
          v109 = 4 * (v92 + v121) + a3;
          v59 = (float)((float)((float)(1.0 - (float)(v118 * 0.30000001)) * 0.80000001)
                      + (float)((float)(v118 * 0.30000001) * 0.94999999))
              * 255.0;
          if ( v59 <= -1.0 )
          {
            v37 = 0;
          }
          else if ( v59 >= 4294967300.0 )
          {
            v37 = -1;
          }
          else
          {
            v37 = (int)v59;
          }
          i32_store8(a1 + 16, (unsigned int)(4 * (v92 + v121) + a3) + 3LL, v37);
          v79 = v118 * 0.5;
          v80 = 1.0 - (float)(v118 * 0.5);
          v60 = (float)(v80 * 0.89999998) + (float)((float)(v118 * 0.5) * 0.80000001);
          v119 = (float)(v34 * v70) - (float)v114;
          v82 = 1.0 - v119;
          v77 = v74 - (float)v104;
          v75 = 1.0 - v77;
          v52 = (float)((float)((float)((float)v98 * v82) + (float)(v119 * (float)v101)) * (float)(1.0 - v77))
              + (float)(v77 * (float)((float)((float)v83 * v82) + (float)(v119 * (float)v89)));
          if ( v52 <= -1.0 )
          {
            v38 = 0;
          }
          else if ( v52 >= 4294967300.0 )
          {
            v38 = -1;
          }
          else
          {
            v38 = (int)v52;
          }
          v61 = v60 * (float)v38;
          if ( v61 >= 255.0 )
            v39 = 255.0;
          else
            v39 = v61;
          if ( v39 <= 0.0 )
            v39 = 0.0;
          if ( v39 <= -1.0 )
          {
            v40 = 0;
          }
          else if ( v39 >= 4294967300.0 )
          {
            v40 = -1;
          }
          else
          {
            v40 = (int)v39;
          }
          i32_store8(a1 + 16, v109, v40);
          v53 = (float)((float)((float)((float)v84 * v82) + (float)(v119 * (float)v85)) * v75)
              + (float)(v77 * (float)((float)((float)v86 * v82) + (float)(v119 * (float)v90)));
          if ( v53 <= -1.0 )
          {
            v41 = 0;
          }
          else if ( v53 >= 4294967300.0 )
          {
            v41 = -1;
          }
          else
          {
            v41 = (int)v53;
          }
          if ( (float)((float)(v80 + (float)(v79 * 0.94999999)) * (float)v41) >= 255.0 )
            v42 = 255.0;
          else
            v42 = (float)(v80 + (float)(v79 * 0.94999999)) * (float)v41;
          if ( v42 <= 0.0 )
            v42 = 0.0;
          if ( v42 <= -1.0 )
          {
            v43 = 0;
          }
          else if ( v42 >= 4294967300.0 )
          {
            v43 = -1;
          }
          else
          {
            v43 = (int)v42;
          }
          i32_store8(a1 + 16, v109 + 2LL, v43);
          v54 = (float)((float)((float)((float)v95 * v82) + (float)(v119 * (float)v87)) * v75)
              + (float)(v77 * (float)((float)((float)v88 * v82) + (float)(v119 * (float)v91)));
          if ( v54 <= -1.0 )
          {
            v44 = 0;
          }
          else if ( v54 >= 4294967300.0 )
          {
            v44 = -1;
          }
          else
          {
            v44 = (int)v54;
          }
          if ( (float)((float)((float)(v80 * 0.94999999) + (float)(v79 * 0.85000002)) * (float)v44) >= 255.0 )
            v45 = 255.0;
          else
            v45 = (float)((float)(v80 * 0.94999999) + (float)(v79 * 0.85000002)) * (float)v44;
          if ( v45 <= 0.0 )
            v45 = 0.0;
          if ( v45 <= -1.0 )
          {
            v46 = 0;
          }
          else if ( v45 >= 4294967300.0 )
          {
            v46 = -1;
          }
          else
          {
            v46 = (int)v45;
          }
          i32_store8(a1 + 16, v109 + 1LL, v46);
          ++v121;
        }
        while ( v121 != a4 );
        result = ++v120 != a5;
      }
      while ( v120 != a5 );
    }
  }
  return result;
}

发现做了很多运算处理，还包含了Π，直接把所有函数喂给gemini就能分析出加密原理

其中w2c_liquidglass_f1实现了sinx的泰勒级数多项式逼近，w2c_liquidglass_f2实现了cosx的泰勒级数多项式逼近，死去的微积分记忆又回来了

然后让gemini直接给出逆向脚本

import numpy as np
from PIL import Image

def liquid_glass_forward(input_image: np.ndarray) -> np.ndarray:
    """
    用 Python 和 Numpy 精确地重新实现 liquidglass 正向算法。
    这个函数接收一个图像（作为numpy数组），并返回经过特效处理后的图像。
    注释中的 C 变量名对应您提供的伪代码。
    """
    height, width, _ = input_image.shape
  
    # C 伪代码中的 v68, v69, v70, v71
    f_width, f_height = float(width), float(height)
    f_width_m1, f_height_m1 = float(width - 1), float(height - 1)

    # 创建输出图像的坐标网格 (对应 C 中的 v121, v120 循环)
    x_coords = np.arange(width)
    y_coords = np.arange(height)
    xx, yy = np.meshgrid(x_coords, y_coords)

    # 1. 坐标归一化
    # C: v81 = (float)v121 / v68;  v73 = (float)v120 / v69;
    nx = xx / f_width
    ny = yy / f_height
  
    # 2. 生成三角函数的输入值
    # C: v116 = (float)(v81 * 25.0) + (float)(v73 * 20.0);
    # C: v117 = (float)(v81 * 20.0) + (float)(v73 * 25.0);
    p1 = nx * 25.0 + ny * 20.0
    p2 = nx * 20.0 + ny * 25.0

    # 3. 计算三角函数
    # C 伪代码中庞大的 if/else 链和 f1, f2, f5 函数共同实现了 sin 和 cos
    # 我们可以直接用 numpy 的函数代替，结果一致
    # C: v76 = sin(v116), v115 = cos(v117)
    sin_val = np.sin(p1)
    cos_val = np.cos(p2)

    # 4. 计算位移后的采样坐标
    # C: v78 = v81 + -0.5; v72 = v73 + -0.5;
    nx_m05 = nx - 0.5
    ny_m05 = ny - 0.5
  
    # C: v118 = sqrt((nx_m05*nx_m05) + (ny_m05*ny_m05));
    dist_from_center = np.sqrt(nx_m05**2 + ny_m05**2)

    # C: v35 = (v115 * 0.1) + (v73 + ((v72 * v118) * 0.5));
    new_ny_norm = (cos_val * 0.1) + (ny + (ny_m05 * dist_from_center) * 0.5)
  
    # C: v38 = (v76 * 0.1) + (v81 + ((v78 * v118) * 0.5));
    new_nx_norm = (sin_val * 0.1) + (nx + (nx_m05 * dist_from_center) * 0.5)
  
    # 将归一化坐标变回像素坐标
    source_x = new_nx_norm * f_width_m1
    source_y = new_ny_norm * f_height_m1

    # 5. 双线性插值采样
    x0 = np.floor(source_x).astype(np.int32)
    y0 = np.floor(source_y).astype(np.int32)
    x1 = x0 + 1
    y1 = y0 + 1

    # 计算插值权重
    wa = source_x - x0
    wb = source_y - y0

    # 边界处理 (Clipping)
    x0 = np.clip(x0, 0, width - 1)
    y0 = np.clip(y0, 0, height - 1)
    x1 = np.clip(x1, 0, width - 1)
    y1 = np.clip(y1, 0, height - 1)

    # 从输入图像中获取四个角点的颜色值
    c00 = input_image[y0, x0]
    c10 = input_image[y0, x1]
    c01 = input_image[y1, x0]
    c11 = input_image[y1, x1]

    # 执行插值
    top = c00 * (1 - wa[..., np.newaxis]) + c10 * wa[..., np.newaxis]
    bottom = c01 * (1 - wa[..., np.newaxis]) + c11 * wa[..., np.newaxis]
    interpolated_color = top * (1 - wb[..., np.newaxis]) + bottom * wb[..., np.newaxis]

    # C 伪代码中还有一些额外的颜色混合步骤，但它们不影响几何映射
    # 为了精确还原，我们只关心坐标映射，所以直接返回插值结果即可
    return interpolated_color

def restore_image(distorted_image_path: str, restored_image_path: str):
    """
    执行逆向还原过程
    """
    print(f"[*] 正在加载扭曲的图片: {distorted_image_path}")
    distorted_img = Image.open(distorted_image_path).convert("RGB")
    distorted_arr = np.array(distorted_img)
    height, width, _ = distorted_arr.shape

    print(f"[*] 正在创建 {width}x{height} 的坐标格网图...")
    x_coords = np.arange(width, dtype=np.float32)
    y_coords = np.arange(height, dtype=np.float32)
    xx, yy = np.meshgrid(x_coords, y_coords)
  
    coord_grid = np.zeros((height, width, 3), dtype=np.float32)
    coord_grid[..., 0] = xx
    coord_grid[..., 1] = yy

    print("[*] 正在应用正向 liquidglass 算法以生成位移图...")
    # 这里的 displacement_map 的颜色值(R,G) 代表了源坐标(x,y)
    displacement_map = liquid_glass_forward(coord_grid)

    print("[*] 正在根据位移图重构原始图像...")
    restored_arr = np.full((height, width, 3), 255, dtype=np.uint8)

    # 从位移图中提取源坐标 (sx, sy)
    source_x = np.clip(displacement_map[..., 0], 0, width - 1).astype(int)
    source_y = np.clip(displacement_map[..., 1], 0, height - 1).astype(int)

    # 获取目标图像的原始坐标网格，用于索引
    dest_xx, dest_yy = np.meshgrid(np.arange(width), np.arange(height))

    # 核心逆向映射步骤：
    # restored_image[sy, sx] = distorted_image[y, x]
    # 我们将扭曲图像在 (y,x) 的像素，放回它应该在的原始位置 (sy,sx)
    restored_arr[source_y, source_x] = distorted_arr[dest_yy, dest_xx]

    restored_img = Image.fromarray(restored_arr)
    print(f"[+] 还原成功！已保存为: {restored_image_path}")
    print("[!] 注意：还原的图像可能存在空洞，这是正常的。")
    restored_img.save(restored_image_path)
    restored_img.show()

if __name__ == '__main__':
    # 替换为你的输入文件名
    input_file = 'liquidglass.png'
    output_file = 'restored_qr.png'
    try:
        restore_image(input_file, output_file)
    except FileNotFoundError:
        print(f"\n错误：找不到文件 '{input_file}'。请确保它和脚本在同一目录下。")

上面所做的代码实际上是将像素坐标还原回去，所以可以精确得到原来的图（但是原来的图还做了个颜色混合步骤，导致出来的二维码存在白色噪声）

输入前

输入后

基本能看出二维码，但是黑框存在很多白点噪声，因此我用了最笨的法手动画图（ps一点不会）

扫描二维码就能得到flag .;,;.{Do_You_Prefer_Liquid_Glass_Or_Ass?}？好变态

others

后面还没出的3道题等复现完补充回来

最后修改：2025 年 06 月 17 日

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SmileyCTF 2025 wp

Xherlock • 2025 年 06 月 17 日

<h1>SmileyCTF 2025 wp</h1>比赛前面一度打到3rd，但后面实在干不动了，web队友他们爆了，听说和国内很不一样。我这边re也是巨离谱，简单的前3题队友直接秒了，后面我做了俩中等难度，剩下三道题，一道8解，两道0解，也是离谱，完全没搞懂咋做的先写下做出来的两道题wp，还是挺有可以学习的点<h2>DNA</h2>看到给的vm.dna我就知道是个虚拟机题目，反编译出pyc果然如此需要做的很清楚，就是把每个指令打印出来，看输入的数据到底去做了什么，直接喂给gemini让他先帮我分析一波，然后我手动print大法把每个指令和值打印出来（跑代码时要注意python3.10，不然marshal.loads出来的不对）<pre><code class="lang-python">import marshal
import sys

# 初始化虚拟机状态
s = []  # 栈
m = {}  # 内存
nm = {'A': 0, 'T': 1, 'G': 2, 'C': 3}  # DNA 碱基到整数的映射

# 包含混淆代码的列表
unlucky = [b'\x8coooooooooooonooolooo,ooo\x9cSooo\x06o\x12o\x1bo\x0bnvo\x13o\x0bmSo\x1bo\x0blvo\x13o\x0bnSo\x1bo\x0bkvo\x13o\x0blSo\x1bo\x0bmvo\x13o\x0bkSo\x13o\x0eo\x0bo&lt;oFj!\xb5n;\xb5n.\xb5n(\xb5n,\xc6n\xb5m\x01\x02\xc6n\xb5l\x1b\x02\x1f\xc6o\x1deooo\x95fS\x1a\x01\x03\x1a\x0c\x04\x16Q\xb5h\x1a\x01\x03\x1a\x0c\x04\x16booo\x9ccoookmcncncncngn', b'\x96uuuuuuuuuuuuruuu}uuu6uuu\x86\x11uuu\x11t\x08u\x11w\x08t\x11v\x08w\x11q\x11p\xf1u\tu1u\xf6t\x08v\tu\tt\tw\x13v1u(n\x08q\x01u\x01t\x01w\xd5v\xd4u\xf6t\xf6t1u(e)w\x08p\x08s\tv\tspulu\x01w\tq\tpluluMuvuIu\x04i\x04g\tv\x14w\x11u&amp;u\\s;\xafq426!\xafq!642\xafq6!24\x16tuuuuuuuuuuuwuuusuuu&amp;uuu\x86ouuu\x1cu\tu(|\x08t\tt\x01u\x01t\xd5w\xd4u\xf6t\xe6w\x04w&amp;u\\u\xdcv\xafv\x06\x00\x18\xafw\x1b\x18\xafs\x03\x14\x19\x00\x10\x06\xdcw\xafw[E\xaft\x16\xdcu\x07xuuu\x8f|I\x00\x1b\x19\x00\x16\x1e\x0cK\xafr\x00\x1b\x19\x00\x16\x1e\x0cnuuu\x86wuuuou\x8fh\x00\x1b\x19\x00\x16\x1e\x0c*G[I\x19\x1a\x16\x14\x19\x06K[I\x11\x1c\x16\x01\x16\x1a\x18\x05K\xdcq\xaf|\x10\x1b\x00\x18\x10\x07\x14\x01\x10\xafs\x06\x1a\x07\x01\x10\x11\x07}uuu\xafq\x1e\x10\x0c\x06\xdcr\xafw\x06D\xafw\x06G\xafw\x06F\xafv\x01\x18\x05\xaft\x06\xaft\x1c\x07yuuu\x07xuuu\x07xuuu\x07{uuu\x07zuuucuuu\x86guuuqwqtqt{t{tmtotw\x8a}w', b&quot;\x8aiiiiiiiiiiiihiiiniiijiii\x9a/iii\x1di\rh\xeah\xe0i\xe1i\xc9h\x1di\rk\xeah\xc9k\rj\rm\xedi\x1dj\xc9m\xc8i\xc8k\xc8hhi.i\xeei\x0fh\rl\ro\xeda\ro\x1dl\xeaj\x14i\x15i\x1dj\xeah\x08j\ri:i@n'\xb3o\x1b\x08\x07\r\x06\x04\xb3`\x0f\x1c\x07\n\x1d\x06\x06\x05\x1a\nkiiiiiiiiiiikiiikiii:iii\x9aaiii\x15i\x15h(i:i@h'\xc0i\xc0k\xb3h\x11\xb3h\x10\x1bliii\x1bliii\x93`U\x1c\x07\x05\x1c\n\x02\x10W\xb3n\x1c\x07\x05\x1c\n\x02\x10Miii\x9akiiiai\x93r\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWGU\x05\x08\x04\x0b\r\x08W\niiiiiiiiiiiiiiiijiiiiiii\x9aCiii\x0ci3h\ri3k\xeei\xeeh\x0fk\rh\rk\xeda3j\xeei\x0fh\rj\rm\xeda3m\xeeimi3l:i@l\x93s\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10\nkiiiiiiiiiiimiiiliiiziii\x9a-iii\x1di\xeai\xc9h\x15h\xc8hhi\x1dk\rh\xeah\x14k\xe1h\xc9j\x15k\xc8hhi\x1dm\rk\xeah-i4e\x14j\x15h\x15k\x15jpipi\x15i\rh\x15jpiUi\x18z\ri:i@j'\xb3m(*.=\x80miii\xc0l\xb3l\x1a\x1c\x19\x0c\x1b\xb3a66\x00\x07\x00\x1d66\xb3m\x05\x00\x1a\x1d\xb3n\x1a\x01\x1c\x0f\x0f\x05\x0c\xb3l\x1b\x08\x07\x0e\x0c\xc0m\xb3m\x1a\x0c\x05\x0f\xb3n\x04\x08\x19\x19\x00\x07\x0e\xb3m\x02\x0c\x10\x1a\xb3h\x00\xc0k\xb3`66\n\x05\x08\x1a\x1a66\xb3h\x1b\x1bliii\x1b`iii\x1bciiiOiii\x9aeiiiehahcheh\x7fhm\x96\x93J\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10G66\x00\x07\x00\x1d66\nkiiiiiiiiiiiliiiliiiziii\x9a;iii\x1di\rh\xeah\x14k\x1di\rk\xeah\x14j`i\x15k\xc9h\rm\xc8h\x14m\x1dk\xeei\x0fh\rl\ro\xeda\x15j\xc9j\x15m\xc8h\xc9m\xc8i\ri\rn\xeckpi-i\xeah\xeah\x1bA\x1dl\xeai\xc9o\xe1i\xc8h:i\x18`@a'\x1bkiii\xb3n\x01\x08\x1a\x01\x05\x00\x0b=\x80Iiii\nhiiiiiiiiiiikiiimiiiZiii\x9auiii\xe8i\x15i4`\x14h\x15h\x1di\xe1i\xeah\x02k?ihi\x18k\ri:i@h'\xc0h\xb3j\x06\x1b\r\xc0k\xb3kGY\x1bniii\xc0h\xb3j\x02\x0c\x10\x1bliii\x1b`iii\x1bciii[iii\x9amiiik\xe9si\x93P\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10G66\x0e\x0c\x1d\x00\x1d\x0c\x0466GU\x05\x06\n\x08\x05\x1aWGU\x0e\x0c\x07\x0c\x11\x19\x1bW\x80hiii\xc0n\xb3c66\x00\x04\x19\x06\x1b\x1d66\xb3`\x1b\x08\x07\r\x0b\x10\x1d\x0c\x1a\xb3j\x08\x05\x05\xb3o\x1a\x01\x08[\\_\xb3o\r\x00\x0e\x0c\x1a\x1d\x1bziii\xb3b66\x0e\x0c\x1d\x00\x1d\x0c\x0466\xc0l\x1bpiii\x1bBiii\xb3m\x01\x05\x00\x0b\xb3m\x1b\x05\x00\x0b\xb3h\x0b\xc0h\x1bwiii\x1bCiii\x1b`iii\x1bciiiDiii\x9agiiiahahkhchAhehk\x94\x93O\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10G66\x0e\x0c\x1d\x00\x1d\x0c\x0466\xc0o\xb3a66\x07\x08\x04\x0c66\xb3c66\x04\x06\r\x1c\x05\x0c66\xb3e66\x18\x1c\x08\x05\x07\x08\x04\x0c66\x1b}iii\x1b\\iii\xb3d66\n\x05\x08\x1a\x1a\n\x0c\x05\x0566\x1bliii\xc0h\x1bviii\x1bSiii\x1b`iii\x1bciiiLiii\x9aoiiiaigh}n\x1bciii\xc0o\x1bYiii\xb3m\x1a\x0c\x0c\r\xb3o\x1b\x0c\r\x1c\n\x0c\xb3k\x07\x04\xb3o\x1f\x08\x05\x1c\x0c\x1a\xb3m\r\x00\n\x1d\xc0h\x1bciii\x1bliii\x1b+iii\x1b`iii\x1bciiiHiii\x9aaiiiakwh}hey&quot;, 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# 将 DNA 序列转换为整数。这等效于将一个四进制数转换为十进制数。
trans = lambda dna_seq: sum(nm[c] &lt;&lt; (2 * i) for i, c in enumerate(dna_seq))

# --- 主程序开始 ---

# 检查命令行参数
if len(sys.argv) != 2:
    print(f&quot;Usage: {sys.argv[0]} &lt;dna_file&gt;&quot;)
    sys.exit(1)

# 读取 DNA 代码文件
try:
    with open(sys.argv[1], 'r') as f:
        code = f.read().strip()
except FileNotFoundError:
    print(f&quot;Error: File '{sys.argv[1]}' not found.&quot;)
    sys.exit(1)

# 获取并验证用户输入的 flag
flag = input(&quot;&gt; &quot;).encode()

if len(flag) != 56:
    print(&quot;WRONG!&quot;)
    exit()

if flag[:6] != b'.;,;.{':
    print(&quot;WRONG!&quot;)
    exit()

if flag[-1] != 125:  # ord('}')
    print(&quot;WRONG!&quot;)
    exit()

# 提取 flag 的核心部分并加载到内存
flag_core = flag[6:-1]
for i in range(len(flag_core)):
    m[640 + i] = flag_core[i]

# 初始化程序计数器 (Program Counter)
pc = 0
mul_list = []
cmp_list = []
# 虚拟机主循环
while pc &lt; len(code):
    # 解码指令和操作数
    # pri 是操作码 (opcode), pro 是操作数 (operand)
    op_slice = code[pc: pc + 2]
    arg_slice = code[pc + 2: pc + 12]
    pri = trans(op_slice)
    pro = trans(arg_slice)

# --- 指令分派 ---
    if pri == 0:  # PUSH: 将操作数压入栈
        s.append(pro)
        print(f&quot;push {pro}&quot;)
        pc += 12
    elif pri == 1:  # POP: 弹出一个值
        if not s: raise Exception(&quot;Stack underflow&quot;)
        print(f&quot;pop {s[-1]}&quot;)
        s.pop()
        pc += 2
    elif pri == 2:  # LOAD: 从内存加载值到栈
        if pro not in m: raise Exception(f&quot;Uninitialized memory access at {pro}&quot;)
        print(f&quot;push {m[pro]} ({pro})&quot;)
        s.append(m[pro])
        pc += 12
    elif pri == 3:  # STORE: 将栈顶值存入内存
        if not s: raise Exception(&quot;Stack underflow&quot;)
        print(f&quot;mov m[{pro}], {s[-1]}&quot;)
        m[pro] = s.pop()
        pc += 12
    elif pri == 4:  # ADD: 加法
        if len(s) &lt; 2: raise Exception(&quot;Stack underflow&quot;)
        b, a = s.pop(), s.pop()
        print(f&quot;pop {b} + pop {a} + push {a+b} (add)&quot;)
        s.append(a + b)
        pc += 2
    elif pri == 5:  # SUB: 减法
        if len(s) &lt; 2: raise Exception(&quot;Stack underflow&quot;)
        print(f&quot;pop {b} + pop {a} + push {a - b} (sub)&quot;)
        b, a = s.pop(), s.pop()
        s.append(a - b)
        pc += 2
    elif pri == 6:  # MUL: 乘法
        if len(s) &lt; 2: raise Exception(&quot;Stack underflow&quot;)
        b, a = s.pop(), s.pop()
        print(f&quot;pop {b} + pop {a} + push {a * b} (mul)&quot;)
        mul_list.append(b)
        s.append(a * b)
        pc += 2
    elif pri == 7:  # MOD: 取模
        if len(s) &lt; 2: raise Exception(&quot;Stack underflow&quot;)
        b, a = s.pop(), s.pop()
        print(f&quot;pop {b} + pop {a} + push {a % b} (mod)&quot;)
        if a == 0: raise Exception(&quot;Division by zero&quot;)
        s.append(a % b)
        pc += 2
    elif pri == 8:  # EQ: 比较是否相等
        if len(s) &lt; 2: raise Exception(&quot;Stack underflow&quot;)
        b, a = s.pop(), s.pop()
        print(f&quot;pop {b} + pop {a} + push {a==b} (cmp)&quot;)
        cmp_list.append(b)
        s.append(1 if a == b else 0)
        pc += 2
    elif pri == 9:  # JMP: 无条件跳转
        pc = pro
        print(f&quot;jmp {pc}&quot;)
    elif pri == 10:  # JIF: 如果栈顶为 1 则跳转
        if not s: raise Exception(&quot;Stack underflow&quot;)
        print(f&quot;jmp {pro} if {s[-1]}==1 else pc+=12&quot;)
        if s.pop() == 1:
            pc = pro
        else:
            pc += 12
    elif pri == 11:  # JIN: 如果栈顶不为 1 则跳转
        if not s: raise Exception(&quot;Stack underflow&quot;)
        print(f&quot;jmp {pro} if {s[-1]}!=1 else pc+=12&quot;)
        if s.pop() != 1:
            pc = pro
        else:
            pc += 12
    elif pri == 12:  # OUT: 输出字符
        if not s: raise Exception(&quot;Stack underflow&quot;)
        print(chr(s.pop()), end='')
        pc += 2
    elif pri == 13:  # 动态代码执行
        if not s: raise Exception(&quot;Stack underflow&quot;)
        key = s.pop()

def f():
 return
 print(&quot;marshal xor&quot;, key)
 # 解密并加载字节码
 decrypted_code = bytes([b ^ key for b in unlucky.pop(0)])
 f.__code__ = marshal.loads(decrypted_code)
 f() # 执行动态生成的代码
 pc += 2
 elif pri == 14: # SWAP: 交换碱基映射
 if len(s) &lt; 2: raise Exception(&quot;Stack underflow&quot;)
 b, a = chr(s.pop()), chr(s.pop()) # 注意，这里应该是字符
 print(b, a)
 if a not in nm or b not in nm: raise Exception(f&quot;Invalid characters for nm swap: {a}, {b}&quot;)
 nm[a], nm[b] = nm[b], nm[a]
 pc += 2
 elif pri == 15: # HALT: 停止执行
 break
 else:
 raise Exception(f&quot;Unknown instruction: {pri}&quot;)
print(mul_list)
print(cmp_list)</code></pre>需要关注的点是opcode为13时做了一个异或，然后marshal.loads转为codetype类，因此该key可以爆破<pre><code class="lang-python">import marshal
import types

unlucky = [b'\x8coooooooooooonooolooo,ooo\x9cSooo\x06o\x12o\x1bo\x0bnvo\x13o\x0bmSo\x1bo\x0blvo\x13o\x0bnSo\x1bo\x0bkvo\x13o\x0blSo\x1bo\x0bmvo\x13o\x0bkSo\x13o\x0eo\x0bo&lt;oFj!\xb5n;\xb5n.\xb5n(\xb5n,\xc6n\xb5m\x01\x02\xc6n\xb5l\x1b\x02\x1f\xc6o\x1deooo\x95fS\x1a\x01\x03\x1a\x0c\x04\x16Q\xb5h\x1a\x01\x03\x1a\x0c\x04\x16booo\x9ccoookmcncncncngn', b'\x96uuuuuuuuuuuuruuu}uuu6uuu\x86\x11uuu\x11t\x08u\x11w\x08t\x11v\x08w\x11q\x11p\xf1u\tu1u\xf6t\x08v\tu\tt\tw\x13v1u(n\x08q\x01u\x01t\x01w\xd5v\xd4u\xf6t\xf6t1u(e)w\x08p\x08s\tv\tspulu\x01w\tq\tpluluMuvuIu\x04i\x04g\tv\x14w\x11u&amp;u\\s;\xafq426!\xafq!642\xafq6!24\x16tuuuuuuuuuuuwuuusuuu&amp;uuu\x86ouuu\x1cu\tu(|\x08t\tt\x01u\x01t\xd5w\xd4u\xf6t\xe6w\x04w&amp;u\\u\xdcv\xafv\x06\x00\x18\xafw\x1b\x18\xafs\x03\x14\x19\x00\x10\x06\xdcw\xafw[E\xaft\x16\xdcu\x07xuuu\x8f|I\x00\x1b\x19\x00\x16\x1e\x0cK\xafr\x00\x1b\x19\x00\x16\x1e\x0cnuuu\x86wuuuou\x8fh\x00\x1b\x19\x00\x16\x1e\x0c*G[I\x19\x1a\x16\x14\x19\x06K[I\x11\x1c\x16\x01\x16\x1a\x18\x05K\xdcq\xaf|\x10\x1b\x00\x18\x10\x07\x14\x01\x10\xafs\x06\x1a\x07\x01\x10\x11\x07}uuu\xafq\x1e\x10\x0c\x06\xdcr\xafw\x06D\xafw\x06G\xafw\x06F\xafv\x01\x18\x05\xaft\x06\xaft\x1c\x07yuuu\x07xuuu\x07xuuu\x07{uuu\x07zuuucuuu\x86guuuqwqtqt{t{tmtotw\x8a}w', b&quot;\x8aiiiiiiiiiiiihiiiniiijiii\x9a/iii\x1di\rh\xeah\xe0i\xe1i\xc9h\x1di\rk\xeah\xc9k\rj\rm\xedi\x1dj\xc9m\xc8i\xc8k\xc8hhi.i\xeei\x0fh\rl\ro\xeda\ro\x1dl\xeaj\x14i\x15i\x1dj\xeah\x08j\ri:i@n'\xb3o\x1b\x08\x07\r\x06\x04\xb3`\x0f\x1c\x07\n\x1d\x06\x06\x05\x1a\nkiiiiiiiiiiikiiikiii:iii\x9aaiii\x15i\x15h(i:i@h'\xc0i\xc0k\xb3h\x11\xb3h\x10\x1bliii\x1bliii\x93`U\x1c\x07\x05\x1c\n\x02\x10W\xb3n\x1c\x07\x05\x1c\n\x02\x10Miii\x9akiiiai\x93r\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWGU\x05\x08\x04\x0b\r\x08W\niiiiiiiiiiiiiiiijiiiiiii\x9aCiii\x0ci3h\ri3k\xeei\xeeh\x0fk\rh\rk\xeda3j\xeei\x0fh\rj\rm\xeda3m\xeeimi3l:i@l\x93s\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10\nkiiiiiiiiiiimiiiliiiziii\x9a-iii\x1di\xeai\xc9h\x15h\xc8hhi\x1dk\rh\xeah\x14k\xe1h\xc9j\x15k\xc8hhi\x1dm\rk\xeah-i4e\x14j\x15h\x15k\x15jpipi\x15i\rh\x15jpiUi\x18z\ri:i@j'\xb3m(*.=\x80miii\xc0l\xb3l\x1a\x1c\x19\x0c\x1b\xb3a66\x00\x07\x00\x1d66\xb3m\x05\x00\x1a\x1d\xb3n\x1a\x01\x1c\x0f\x0f\x05\x0c\xb3l\x1b\x08\x07\x0e\x0c\xc0m\xb3m\x1a\x0c\x05\x0f\xb3n\x04\x08\x19\x19\x00\x07\x0e\xb3m\x02\x0c\x10\x1a\xb3h\x00\xc0k\xb3`66\n\x05\x08\x1a\x1a66\xb3h\x1b\x1bliii\x1b`iii\x1bciiiOiii\x9aeiiiehahcheh\x7fhm\x96\x93J\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10G66\x00\x07\x00\x1d66\nkiiiiiiiiiiiliiiliiiziii\x9a;iii\x1di\rh\xeah\x14k\x1di\rk\xeah\x14j`i\x15k\xc9h\rm\xc8h\x14m\x1dk\xeei\x0fh\rl\ro\xeda\x15j\xc9j\x15m\xc8h\xc9m\xc8i\ri\rn\xeckpi-i\xeah\xeah\x1bA\x1dl\xeai\xc9o\xe1i\xc8h:i\x18`@a'\x1bkiii\xb3n\x01\x08\x1a\x01\x05\x00\x0b=\x80Iiii\nhiiiiiiiiiiikiiimiiiZiii\x9auiii\xe8i\x15i4`\x14h\x15h\x1di\xe1i\xeah\x02k?ihi\x18k\ri:i@h'\xc0h\xb3j\x06\x1b\r\xc0k\xb3kGY\x1bniii\xc0h\xb3j\x02\x0c\x10\x1bliii\x1b`iii\x1bciii[iii\x9amiiik\xe9si\x93P\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10G66\x0e\x0c\x1d\x00\x1d\x0c\x0466GU\x05\x06\n\x08\x05\x1aWGU\x0e\x0c\x07\x0c\x11\x19\x1bW\x80hiii\xc0n\xb3c66\x00\x04\x19\x06\x1b\x1d66\xb3`\x1b\x08\x07\r\x0b\x10\x1d\x0c\x1a\xb3j\x08\x05\x05\xb3o\x1a\x01\x08[\\_\xb3o\r\x00\x0e\x0c\x1a\x1d\x1bziii\xb3b66\x0e\x0c\x1d\x00\x1d\x0c\x0466\xc0l\x1bpiii\x1bBiii\xb3m\x01\x05\x00\x0b\xb3m\x1b\x05\x00\x0b\xb3h\x0b\xc0h\x1bwiii\x1bCiii\x1b`iii\x1bciiiDiii\x9agiiiahahkhchAhehk\x94\x93O\x1c\x07\x05\x1c\n\x02\x106ZGU\x05\x06\n\x08\x05\x1aWG\x1c\x07\x05\x1c\n\x02\x10G66\x0e\x0c\x1d\x00\x1d\x0c\x0466\xc0o\xb3a66\x07\x08\x04\x0c66\xb3c66\x04\x06\r\x1c\x05\x0c66\xb3e66\x18\x1c\x08\x05\x07\x08\x04\x0c66\x1b}iii\x1b\\iii\xb3d66\n\x05\x08\x1a\x1a\n\x0c\x05\x0566\x1bliii\xc0h\x1bviii\x1bSiii\x1b`iii\x1bciiiLiii\x9aoiiiaigh}n\x1bciii\xc0o\x1bYiii\xb3m\x1a\x0c\x0c\r\xb3o\x1b\x0c\r\x1c\n\x0c\xb3k\x07\x04\xb3o\x1f\x08\x05\x1c\x0c\x1a\xb3m\r\x00\n\x1d\xc0h\x1bciii\x1bliii\x1b+iii\x1b`iii\x1bciiiHiii\x9aaiiiakwh}hey&quot;, b'\x82aaaaaaaaaaaacaaagaaa&quot;aaa\x92]aaa&amp;a\x05`\x05c\xe5a\x05c\x15a\xe2b\x1ca&amp;a\x05b\x05e\xe5a\x05e\x15`\x1da\x05d\xece\x1c`\x15c\x05g\x15`\x15b\xe2`\xfaa\x05f\xfcb\xe2``a\x05a2aHi/\x02aaaaaaaaaaaaaaaabaaaaaaa\x92Iaaa\x04a;`\x05a;c\xe6a\x07`\x05`\x05c\xe5i;b\xe6a\x07`\x05b\x05e\xe5i;e\xe6aea;d2aHd\x9bt\x14\x0f\r\x14\x02\n\x18&gt;UO]\r\x0e\x02\x00\r\x12_O,,\x02eaaaaaaaaaaaeaaagaaaraaa\x92saaa\x15a\xe2a\xc1`\x1da\x1d`\x1dc\x1db\xc0e2aH`/\xc8c\xbbd\x12\x14\x11\x04\x13\xbbf&gt;&gt;\x0f\x04\x16&gt;&gt;\xc8e\xbbb\x02\r\x12\xbbe\x0f\x00\x0c\x04\xbbd\x03\x00\x12\x04\x12\xbbb\x05\x02\x15\xc8`\xbbh&gt;&gt;\x02\r\x00\x12\x12&gt;&gt;\xc8a\x9bh]\x14\x0f\r\x14\x02\n\x18_\xbbf\x14\x0f\r\x14\x02\n\x18Zaaa\x92caaas`\x9b|\x14\x0f\r\x14\x02\n\x18&gt;UO]\r\x0e\x02\x00\r\x12_O,,O&gt;&gt;\x0f\x04\x16&gt;&gt;\x02`aaaaaaaaaaafaaadaaa~aaa\x92\x05aaa\x15a\xe2a\x0b`\x1d`\x08a\x1dc\xc5`\xef`\x1cb\x15c\x1db\xc1b\xc0a\xe2`\x1ce\x1de\x05a\x05a\x05`\xe4bxa\x1de\x05c\x05a\x05`\xe4bxava\x1ce\x15e\x15d\x1db\xc1g\xc0a\xe2`\xe2`%a&lt;k=c\x1cd\x1cg\x1de\x1ddxa\x1db\x1dg]a\x10D\x1db2aHb/\x88caaa\x88`aaa\xc8f\x13gaaa\xbbi&gt;&gt;\x02\x00\r\r&gt;&gt;\xbbe\r\x08\x12\x15\xbbg\x17\x00\r\x14\x04\x12\xbbh\x04\x0f\x14\x0c\x04\x13\x00\x15\x04\xbbg\x12\x0e\x13\x15\x04\x05\xbbe\n\x04\x18\x12\xc8f\x13haaa\xbbe\x00\x13\x06\x12\xbbg\n\x16\x00\x13\x06\x12\xbbi\x08\x0f\x12\x15\x00\x0f\x02\x04\xbbe\x17\x00\r\x12\xbb`\x08\xbb`\n\x13laaa\x13naaa\x13qaaa\x13paaa_aaa\x92maaas`m`}`y`o`e`\x9b\x7f\x14\x0f\r\x14\x02\n\x18&gt;UO]\r\x0e\x02\x00\r\x12_O,,O&gt;&gt;\x02\x00\r\r&gt;&gt;\xc8g\xbbi&gt;&gt;\x0f\x00\x0c\x04&gt;&gt;\xbbk&gt;&gt;\x0c\x0e\x05\x14\r\x04&gt;&gt;\xbbm&gt;&gt;\x10\x14\x00\r\x0f\x00\x0c\x04&gt;&gt;\x13faaa\x13yaaa\xbbl&gt;&gt;\x02\r\x00\x12\x12\x02\x04\r\r&gt;&gt;\x13naaa\x13naaa\x13laaa\x13qaaa\x13paaa[aaa\x92gaaaiam`ub\xbbc,,\x02aaaaaaaaaaaaaaaa`aaa!aaa\x92maaa\x04a;`\x05a;c\x05`2aHc\x9bt\x14\x0f\r\x14\x02\n\x18&gt;UO]\r\x0e\x02\x00\r\x12_O,%/\xc8b\x13Iaaa\x13Haaa\x13Kaaa\x13naaa\x13naaa\x13naaa\x13qaaa\x13paaa\'aaa\x92eaaaiae`\xbbc,%\xc8`\xbbh\x0c\x04\x15\x00\x02\r\x00\x12\x12\x9b@\x06\r\x0e\x03\x00\r\x12IH:F\x0f\x14\x02\r\x04\x0e\x15\x08\x05\x04&gt;\x0c\x00\x11F&lt;A\\A,%I\x9b`H\xc8e\xbbe\x15\x18\x11\x04\xbbe\x05\x08\x02\x15\xbbe\x04\x19\x04\x02\xbbc\x0f\x0c\xc8c\x13Laaa\x13Saaa\x13naaa\x13naaa\x13qaaa\x13paaaVaaa\x92gaaaqbumyb']
for j in range(4):
 for i in range(0xff):
 try:
 decrypted_code = bytes([b ^ i for b in unlucky[j]])
 code = marshal.loads(decrypted_code)
 print(code)
 if isinstance(code, types.CodeType):
 print(j, chr(i), code)
 except:
 continue</code></pre>提前得到了key<pre><code class="lang-python">0 o &lt;code object unlucky at 0x000001DE8FE57030, file &quot;&lt;unlucky&gt;&quot;, line 13&gt;
1 u &lt;code object unlucky at 0x000001DE8FE57190, file &quot;&lt;unlucky&gt;&quot;, line 22&gt;
2 i &lt;code object unlucky at 0x000001DE8FE57EA0, file &quot;&lt;unlucky&gt;&quot;, line 33&gt;
3 a &lt;code object unlucky at 0x000001DE8FE577C0, file &quot;&lt;unlucky&gt;&quot;, line 55&gt;</code></pre>然后是分析输入日志（已知flag头和flag长度为56），输入<code>.;,;.{aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa}</code>测试观察到很有规律，先是每个flag里每个位置上的字母乘以常数然后求和<pre><code>&gt; .;,;.{aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa}
push 97 (640)
push 106
pop 106 + pop 97 + push 10282 (mul)
push 97 (641)
push 27
pop 27 + pop 97 + push 2619 (mul)
push 97 (642)
push 140
pop 140 + pop 97 + push 13580 (mul)
push 97 (643)
push 138
pop 138 + pop 97 + push 13386 (mul)
push 97 (644)
push 108
pop 108 + pop 97 + push 10476 (mul)
push 97 (645)
push 91
pop 91 + pop 97 + push 8827 (mul)
push 97 (646)
push 131
pop 131 + pop 97 + push 12707 (mul)
push 97 (647)
push 138
pop 138 + pop 97 + push 13386 (mul)
push 97 (648)
push 106
pop 106 + pop 97 + push 10282 (mul)
push 97 (649)
push 127
pop 127 + pop 97 + push 12319 (mul)
push 97 (650)
push 161
pop 161 + pop 97 + push 15617 (mul)
push 97 (651)
push 115
pop 115 + pop 97 + push 11155 (mul)
push 97 (652)
push 177
pop 177 + pop 97 + push 17169 (mul)
push 97 (653)
push 152
pop 152 + pop 97 + push 14744 (mul)
push 97 (654)
push 15
pop 15 + pop 97 + push 1455 (mul)
push 97 (655)
push 55
pop 55 + pop 97 + push 5335 (mul)
push 97 (656)
push 230
pop 230 + pop 97 + push 22310 (mul)
push 97 (657)
push 131
pop 131 + pop 97 + push 12707 (mul)
push 97 (658)
push 147
pop 147 + pop 97 + push 14259 (mul)
push 97 (659)
push 183
pop 183 + pop 97 + push 17751 (mul)
push 97 (660)
push 235
pop 235 + pop 97 + push 22795 (mul)
push 97 (661)
push 197
pop 197 + pop 97 + push 19109 (mul)
push 97 (662)
push 200
pop 200 + pop 97 + push 19400 (mul)
push 97 (663)
push 104
pop 104 + pop 97 + push 10088 (mul)
push 97 (664)
push 188
pop 188 + pop 97 + push 18236 (mul)
push 97 (665)
push 196
pop 196 + pop 97 + push 19012 (mul)
push 97 (666)
push 118
pop 118 + pop 97 + push 11446 (mul)
push 97 (667)
push 28
pop 28 + pop 97 + push 2716 (mul)
push 97 (668)
push 21
pop 21 + pop 97 + push 2037 (mul)
push 97 (669)
push 97
pop 97 + pop 97 + push 9409 (mul)
push 97 (670)
push 151
pop 151 + pop 97 + push 14647 (mul)
push 97 (671)
push 217
pop 217 + pop 97 + push 21049 (mul)
push 97 (672)
push 118
pop 118 + pop 97 + push 11446 (mul)
push 97 (673)
push 22
pop 22 + pop 97 + push 2134 (mul)
push 97 (674)
push 212
pop 212 + pop 97 + push 20564 (mul)
push 97 (675)
push 31
pop 31 + pop 97 + push 3007 (mul)
push 97 (676)
push 101
pop 101 + pop 97 + push 9797 (mul)
push 97 (677)
push 227
pop 227 + pop 97 + push 22019 (mul)
push 97 (678)
push 155
pop 155 + pop 97 + push 15035 (mul)
push 97 (679)
push 237
pop 237 + pop 97 + push 22989 (mul)
push 97 (680)
push 146
pop 146 + pop 97 + push 14162 (mul)
push 97 (681)
push 68
pop 68 + pop 97 + push 6596 (mul)
push 97 (682)
push 75
pop 75 + pop 97 + push 7275 (mul)
push 97 (683)
push 71
pop 71 + pop 97 + push 6887 (mul)
push 97 (684)
push 218
pop 218 + pop 97 + push 21146 (mul)
push 97 (685)
push 173
pop 173 + pop 97 + push 16781 (mul)
push 97 (686)
push 41
pop 41 + pop 97 + push 3977 (mul)
push 97 (687)
push 220
pop 220 + pop 97 + push 21340 (mul)
push 97 (688)
push 161
pop 161 + pop 97 + push 15617 (mul)
pop 15617 + pop 21340 + push 36957 (add)
pop 36957 + pop 3977 + push 40934 (add)
pop 40934 + pop 16781 + push 57715 (add)
pop 57715 + pop 21146 + push 78861 (add)
pop 78861 + pop 6887 + push 85748 (add)
pop 85748 + pop 7275 + push 93023 (add)
pop 93023 + pop 6596 + push 99619 (add)
pop 99619 + pop 14162 + push 113781 (add)
pop 113781 + pop 22989 + push 136770 (add)
pop 136770 + pop 15035 + push 151805 (add)
pop 151805 + pop 22019 + push 173824 (add)
pop 173824 + pop 9797 + push 183621 (add)
pop 183621 + pop 3007 + push 186628 (add)
pop 186628 + pop 20564 + push 207192 (add)
pop 207192 + pop 2134 + push 209326 (add)
pop 209326 + pop 11446 + push 220772 (add)
pop 220772 + pop 21049 + push 241821 (add)
pop 241821 + pop 14647 + push 256468 (add)
pop 256468 + pop 9409 + push 265877 (add)
pop 265877 + pop 2037 + push 267914 (add)
pop 267914 + pop 2716 + push 270630 (add)
pop 270630 + pop 11446 + push 282076 (add)
pop 282076 + pop 19012 + push 301088 (add)
pop 301088 + pop 18236 + push 319324 (add)
pop 319324 + pop 10088 + push 329412 (add)
pop 329412 + pop 19400 + push 348812 (add)
pop 348812 + pop 19109 + push 367921 (add)
pop 367921 + pop 22795 + push 390716 (add)
pop 390716 + pop 17751 + push 408467 (add)
pop 408467 + pop 14259 + push 422726 (add)
pop 422726 + pop 12707 + push 435433 (add)
pop 435433 + pop 22310 + push 457743 (add)
pop 457743 + pop 5335 + push 463078 (add)
pop 463078 + pop 1455 + push 464533 (add)
pop 464533 + pop 14744 + push 479277 (add)
pop 479277 + pop 17169 + push 496446 (add)
pop 496446 + pop 11155 + push 507601 (add)
pop 507601 + pop 15617 + push 523218 (add)
pop 523218 + pop 12319 + push 535537 (add)
pop 535537 + pop 10282 + push 545819 (add)
pop 545819 + pop 13386 + push 559205 (add)
pop 559205 + pop 12707 + push 571912 (add)
pop 571912 + pop 8827 + push 580739 (add)
pop 580739 + pop 10476 + push 591215 (add)
pop 591215 + pop 13386 + push 604601 (add)
pop 604601 + pop 13580 + push 618181 (add)
pop 618181 + pop 2619 + push 620800 (add)
pop 620800 + pop 10282 + push 631082 (add)
mov m[4096], 631082
push 97 (640)
push 56
pop 56 + pop 97 + push 5432 (mul)
push 97 (641)
push 249
pop 249 + pop 97 + push 24153 (mul)
push 97 (642)
push 152
pop 152 + pop 97 + push 14744 (mul)
push 97 (643)
push 225
pop 225 + pop 97 + push 21825 (mul)
push 97 (644)
push 66
pop 66 + pop 97 + push 6402 (mul)
push 97 (645)
push 136
pop 136 + pop 97 + push 13192 (mul)
push 97 (646)
push 113
pop 113 + pop 97 + push 10961 (mul)
push 97 (647)
push 243
pop 243 + pop 97 + push 23571 (mul)
push 97 (648)
push 63
pop 63 + pop 97 + push 6111 (mul)
push 97 (649)
push 233
pop 233 + pop 97 + push 22601 (mul)
push 97 (650)
push 254
pop 254 + pop 97 + push 24638 (mul)
push 97 (651)
push 69
pop 69 + pop 97 + push 6693 (mul)
push 97 (652)
push 191
pop 191 + pop 97 + push 18527 (mul)
push 97 (653)
push 1
pop 1 + pop 97 + push 97 (mul)
push 97 (654)
push 147
pop 147 + pop 97 + push 14259 (mul)
push 97 (655)
push 169
pop 169 + pop 97 + push 16393 (mul)
push 97 (656)
push 118
pop 118 + pop 97 + push 11446 (mul)
push 97 (657)
push 97
pop 97 + pop 97 + push 9409 (mul)
push 97 (658)
push 193
pop 193 + pop 97 + push 18721 (mul)
push 97 (659)
push 175
pop 175 + pop 97 + push 16975 (mul)
push 97 (660)
push 25
pop 25 + pop 97 + push 2425 (mul)
push 97 (661)
push 141
pop 141 + pop 97 + push 13677 (mul)
push 97 (662)
push 234
pop 234 + pop 97 + push 22698 (mul)
push 97 (663)
push 105
pop 105 + pop 97 + push 10185 (mul)
push 97 (664)
push 9
pop 9 + pop 97 + push 873 (mul)
push 97 (665)
push 53
pop 53 + pop 97 + push 5141 (mul)
push 97 (666)
push 115
pop 115 + pop 97 + push 11155 (mul)
push 97 (667)
push 162
pop 162 + pop 97 + push 15714 (mul)
push 97 (668)
push 104
pop 104 + pop 97 + push 10088 (mul)
push 97 (669)
push 104
pop 104 + pop 97 + push 10088 (mul)
push 97 (670)
push 153
pop 153 + pop 97 + push 14841 (mul)
push 97 (671)
push 57
pop 57 + pop 97 + push 5529 (mul)
push 97 (672)
push 11
pop 11 + pop 97 + push 1067 (mul)
push 97 (673)
push 28
pop 28 + pop 97 + push 2716 (mul)
push 97 (674)
push 3
pop 3 + pop 97 + push 291 (mul)
push 97 (675)
push 146
pop 146 + pop 97 + push 14162 (mul)
push 97 (676)
push 14
pop 14 + pop 97 + push 1358 (mul)
push 97 (677)
push 70
pop 70 + pop 97 + push 6790 (mul)
push 97 (678)
push 154
pop 154 + pop 97 + push 14938 (mul)
push 97 (679)
push 102
pop 102 + pop 97 + push 9894 (mul)
push 97 (680)
push 169
pop 169 + pop 97 + push 16393 (mul)
push 97 (681)
push 66
pop 66 + pop 97 + push 6402 (mul)
push 97 (682)
push 133
pop 133 + pop 97 + push 12901 (mul)
push 97 (683)
push 29
pop 29 + pop 97 + push 2813 (mul)
push 97 (684)
push 107
pop 107 + pop 97 + push 10379 (mul)
push 97 (685)
push 155
pop 155 + pop 97 + push 15035 (mul)
push 97 (686)
push 22
pop 22 + pop 97 + push 2134 (mul)
push 97 (687)
push 231
pop 231 + pop 97 + push 22407 (mul)
push 97 (688)
push 61
pop 61 + pop 97 + push 5917 (mul)
pop 5917 + pop 22407 + push 28324 (add)
pop 28324 + pop 2134 + push 30458 (add)
pop 30458 + pop 15035 + push 45493 (add)
pop 45493 + pop 10379 + push 55872 (add)
pop 55872 + pop 2813 + push 58685 (add)
pop 58685 + pop 12901 + push 71586 (add)
pop 71586 + pop 6402 + push 77988 (add)
pop 77988 + pop 16393 + push 94381 (add)
pop 94381 + pop 9894 + push 104275 (add)
pop 104275 + pop 14938 + push 119213 (add)
pop 119213 + pop 6790 + push 126003 (add)
pop 126003 + pop 1358 + push 127361 (add)
pop 127361 + pop 14162 + push 141523 (add)
pop 141523 + pop 291 + push 141814 (add)
pop 141814 + pop 2716 + push 144530 (add)
pop 144530 + pop 1067 + push 145597 (add)
pop 145597 + pop 5529 + push 151126 (add)
pop 151126 + pop 14841 + push 165967 (add)
pop 165967 + pop 10088 + push 176055 (add)
pop 176055 + pop 10088 + push 186143 (add)
pop 186143 + pop 15714 + push 201857 (add)
pop 201857 + pop 11155 + push 213012 (add)
pop 213012 + pop 5141 + push 218153 (add)
pop 218153 + pop 873 + push 219026 (add)
pop 219026 + pop 10185 + push 229211 (add)
pop 229211 + pop 22698 + push 251909 (add)
pop 251909 + pop 13677 + push 265586 (add)
pop 265586 + pop 2425 + push 268011 (add)
pop 268011 + pop 16975 + push 284986 (add)
pop 284986 + pop 18721 + push 303707 (add)
pop 303707 + pop 9409 + push 313116 (add)
pop 313116 + pop 11446 + push 324562 (add)
pop 324562 + pop 16393 + push 340955 (add)
pop 340955 + pop 14259 + push 355214 (add)
pop 355214 + pop 97 + push 355311 (add)
pop 355311 + pop 18527 + push 373838 (add)
pop 373838 + pop 6693 + push 380531 (add)
pop 380531 + pop 24638 + push 405169 (add)
pop 405169 + pop 22601 + push 427770 (add)
pop 427770 + pop 6111 + push 433881 (add)
pop 433881 + pop 23571 + push 457452 (add)
pop 457452 + pop 10961 + push 468413 (add)
pop 468413 + pop 13192 + push 481605 (add)
pop 481605 + pop 6402 + push 488007 (add)
pop 488007 + pop 21825 + push 509832 (add)
pop 509832 + pop 14744 + push 524576 (add)
pop 524576 + pop 24153 + push 548729 (add)
pop 548729 + pop 5432 + push 554161 (add)
mov m[4100], 554161
push 97 (640)
...
pop 647184 + pop 20952 + push 668136 (add)
pop 668136 + pop 5432 + push 673568 (add)
pop 673568 + pop 3007 + push 676575 (add)
mov m[4136], 676575
push 97 (666)
marshal xor 97
Traceback (most recent call last):
 File &quot;xxxx\smileyCTF2025\dna\main.py&quot;, line 146, in &lt;module&gt;
 f.__code__ = marshal.loads(decrypted_code)
ValueError: bad marshal data (unknown type code)</code></pre>发现最后marshal.loads报错，说明之前异或key不对，要满足条件，结合<code>push 97 (666)</code>和以下代码可知读取的是第26位的字符<pre><code class="lang-python"># 提取 flag 的核心部分并加载到内存
flag_core = flag[6:-1]
for i in range(len(flag_core)):
 m[640 + i] = flag_core[i]</code></pre>那么我需要确保正确的key，才能不报错，跑几次就知道固定位是哪些了<pre><code class="lang-python">flag = [&quot;a&quot;] * 49
flag[26] = &quot;o&quot;
flag[27] = &quot;u&quot;
flag[22] = &quot;i&quot;
flag[33] = &quot;a&quot;
print(&quot;.;,;.{&quot;+&quot;&quot;.join(flag)+&quot;}&quot;)</code></pre>此时完整的跑完了所有代码，日志最后如下，可以看到做了cmp并打印了<code>WRONG!</code><pre><code>push 692012
pop 692012 + pop 634894 + push False (cmp)
push 560883 (4100)
push 611030
pop 611030 + pop 560883 + push False (cmp)
push 611342 (4104)
push 658676
pop 658676 + pop 611342 + push False (cmp)
push 509003 (4108)
push 556679
pop 556679 + pop 509003 + push False (cmp)
push 546430 (4112)
push 588728
pop 588728 + pop 546430 + push False (cmp)
push 579826 (4116)
push 628470
pop 628470 + pop 579826 + push False (cmp)
push 602413 (4120)
push 659130
pop 659130 + pop 602413 + push False (cmp)
push 577942 (4124)
push 623012
pop 623012 + pop 577942 + push False (cmp)
push 550513 (4128)
push 590356
pop 590356 + pop 550513 + push False (cmp)
push 613384 (4132)
push 670831
pop 670831 + pop 613384 + push False (cmp)
push 680525 (4136)
push 734960
pop 734960 + pop 680525 + push False (cmp)
push 644669 (4140)
push 694096
pop 694096 + pop 644669 + push False (cmp)
push 629106 (4144)
push 673431
pop 673431 + pop 629106 + push False (cmp)
push 617752 (4148)
push 676517
pop 676517 + pop 617752 + push False (cmp)
push 587496 (4152)
push 638313
pop 638313 + pop 587496 + push False (cmp)
push 669877 (4156)
push 730305
pop 730305 + pop 669877 + push False (cmp)
push 596543 (4160)
push 651347
pop 651347 + pop 596543 + push False (cmp)
push 570569 (4164)
push 612947
pop 612947 + pop 570569 + push False (cmp)
push 563354 (4168)
push 614037
pop 614037 + pop 563354 + push False (cmp)
push 663445 (4172)
push 722768
pop 722768 + pop 663445 + push False (cmp)
push 600977 (4176)
push 662232
pop 662232 + pop 600977 + push False (cmp)
push 562147 (4180)
push 608720
pop 608720 + pop 562147 + push False (cmp)
push 549327 (4184)
push 598699
pop 598699 + pop 549327 + push False (cmp)
push 574252 (4188)
push 626932
pop 626932 + pop 574252 + push False (cmp)
push 606902 (4192)
push 659018
pop 659018 + pop 606902 + push False (cmp)
push 509219 (4196)
push 554138
pop 554138 + pop 509219 + push False (cmp)
push 577055 (4200)
push 627484
pop 627484 + pop 577055 + push False (cmp)
push 563062 (4204)
push 620929
pop 620929 + pop 563062 + push False (cmp)
push 604593 (4208)
push 655810
pop 655810 + pop 604593 + push False (cmp)
push 549613 (4212)
push 598103
pop 598103 + pop 549613 + push False (cmp)
push 612597 (4216)
push 664749
pop 664749 + pop 612597 + push False (cmp)
push 715765 (4220)
push 772833
pop 772833 + pop 715765 + push False (cmp)
push 653362 (4224)
push 710796
pop 710796 + pop 653362 + push False (cmp)
push 613421 (4228)
push 669747
pop 669747 + pop 613421 + push False (cmp)
push 533243 (4232)
push 576742
pop 576742 + pop 533243 + push False (cmp)
push 654872 (4236)
push 715958
pop 715958 + pop 654872 + push False (cmp)
push 628632 (4240)
push 682073
pop 682073 + pop 628632 + push False (cmp)
push 634846 (4244)
push 687276
pop 687276 + pop 634846 + push False (cmp)
push 737893 (4248)
push 806029
pop 806029 + pop 737893 + push False (cmp)
push 608557 (4252)
push 660519
pop 660519 + pop 608557 + push False (cmp)
push 669695 (4256)
push 728567
pop 728567 + pop 669695 + push False (cmp)
push 634701 (4260)
push 689664
pop 689664 + pop 634701 + push False (cmp)
push 686508 (4264)
push 746796
pop 746796 + pop 686508 + push False (cmp)
push 549765 (4268)
push 597800
pop 597800 + pop 549765 + push False (cmp)
push 570832 (4272)
push 629625
pop 629625 + pop 570832 + push False (cmp)
push 541830 (4276)
push 585142
pop 585142 + pop 541830 + push False (cmp)
push 620926 (4280)
push 678960
pop 678960 + pop 620926 + push False (cmp)
push 609713 (4284)
push 665322
pop 665322 + pop 609713 + push False (cmp)
push 655189 (4288)
push 710793
pop 710793 + pop 655189 + push False (cmp)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
pop 0 + pop 0 + push 0 (add)
push 49
pop 49 + pop 0 + push False (cmp)
jmp 69308 if 0!=1 else pc+=12
push 87
Wpush 82
Rpush 79
Opush 78
Npush 71
Gpush 33
!push 10</code></pre>观察cmp值正是之前求和，此时就清楚了要用z3求解，把乘的常数和cmp的常数全部打印下来<pre><code class="lang-python">from z3 import *

mul = [106, 27, 140, 138, 108, 91, 131, 138, 106, 127, 161, 115, 177, 152, 15, 55, 230, 131, 147, 183, 235, 197, 200, 104, 188, 196, 118, 28, 21, 97, 151, 217, 118, 22, 212, 31, 101, 227, 155, 237, 146, 68, 75, 71, 218, 173, 41, 220, 161, 56, 249, 152, 225, 66, 136, 113, 243, 63, 233, 254, 69, 191, 1, 147, 169, 118, 97, 193, 175, 25, 141, 234, 105, 9, 53, 115, 162, 104, 104, 153, 57, 11, 28, 3, 146, 14, 70, 154, 102, 169, 66, 133, 29, 107, 155, 22, 231, 61, 149, 104, 66, 72, 140, 134, 140, 174, 236, 10, 209, 162, 15, 223, 191, 183, 77, 137, 106, 69, 54, 1, 122, 195, 62, 99, 155, 10, 18, 117, 164, 216, 231, 150, 255, 127, 193, 145, 190, 34, 46, 64, 189, 182, 27, 163, 156, 156, 150, 67, 113, 188, 13, 173, 1, 115, 188, 151, 10, 188, 30, 74, 224, 175, 170, 60, 43, 188, 162, 85, 16, 28, 80, 4, 32, 83, 156, 173, 222, 92, 105, 251, 218, 180, 75, 122, 7, 11, 68, 26, 140, 122, 201, 116, 65, 5, 101, 84, 105, 219, 67, 72, 186, 183, 69, 249, 212, 86, 31, 81, 27, 207, 68, 16, 188, 133, 25, 94, 132, 72, 83, 9, 154, 87, 12, 149, 255, 225, 199, 114, 138, 200, 131, 175, 62, 39, 7, 21, 135, 83, 25, 47, 58, 72, 235, 230, 127, 198, 192, 176, 56, 51, 114, 132, 115, 180, 236, 17, 23, 145, 148, 54, 152, 33, 78, 191, 203, 193, 236, 77, 7, 196, 202, 134, 145, 61, 50, 244, 0, 37, 103, 162, 172, 246, 250, 147, 114, 45, 196, 24, 150, 13, 21, 64, 115, 24, 29, 45, 240, 12, 189, 166, 2, 253, 204, 91, 7, 70, 163, 182, 166, 31, 139, 1, 229, 118, 218, 229, 40, 169, 59, 97, 224, 67, 195, 95, 13, 72, 186, 53, 122, 229, 42, 113, 117, 246, 182, 69, 90, 135, 192, 156, 122, 181, 111, 114, 134, 171, 106, 59, 64, 227, 11, 105, 240, 221, 87, 76, 80, 204, 240, 26, 196, 170, 24, 140, 68, 48, 64, 238, 238, 141, 106, 221, 82, 151, 24, 233, 67, 216, 197, 4, 22, 82, 235, 152, 195, 53, 12, 27, 134, 42, 163, 2, 127, 63, 220, 64, 42, 237, 19, 182, 58, 14, 15, 176, 7, 57, 158, 119, 231, 97, 35, 167, 21, 40, 238, 111, 119, 116, 99, 12, 8, 77, 120, 201, 101, 218, 27, 109, 24, 109, 234, 245, 230, 138, 154, 174, 159, 184, 56, 146, 81, 253, 185, 175, 59, 219, 231, 246, 46, 101, 95, 237, 171, 242, 134, 95, 152, 121, 232, 43, 50, 135, 70, 144, 122, 118, 75, 138, 57, 120, 120, 198, 38, 202, 51, 17, 142, 190, 122, 111, 110, 16, 60, 130, 147, 180, 70, 200, 71, 39, 31, 56, 216, 186, 8, 162, 252, 157, 136, 117, 254, 188, 72, 113, 153, 135, 218, 103, 228, 91, 99, 234, 249, 144, 235, 70, 17, 86, 161, 143, 241, 234, 87, 152, 247, 109, 154, 231, 193, 48, 174, 41, 118, 139, 244, 43, 115, 41, 50, 60, 107, 224, 167, 53, 64, 187, 212, 249, 64, 32, 237, 18, 155, 194, 215, 15, 1, 30, 239, 163, 225, 161, 87, 228, 113, 71, 153, 183, 62, 146, 54, 231, 201, 56, 252, 112, 130, 208, 205, 11, 255, 91, 7, 114, 91, 175, 246, 37, 135, 96, 194, 108, 97, 191, 20, 140, 113, 63, 145, 97, 221, 100, 89, 38, 8, 31, 47, 68, 225, 54, 124, 140, 215, 189, 167, 210, 93, 149, 172, 5, 14, 207, 186, 124, 188, 247, 161, 238, 215, 226, 48, 26, 185, 170, 84, 253, 92, 221, 229, 12, 122, 30, 173, 171, 188, 64, 199, 16, 209, 221, 139, 5, 249, 240, 118, 37, 126, 252, 253, 95, 92, 73, 241, 156, 69, 44, 229, 224, 8, 58, 35, 146, 47, 177, 142, 100, 156, 37, 0, 97, 227, 100, 53, 12, 220, 212, 95, 87, 172, 60, 150, 10, 71, 141, 50, 204, 201, 212, 248, 235, 115, 76, 56, 32, 82, 169, 83, 206, 175, 83, 223, 100, 244, 34, 127, 24, 76, 136, 128, 226, 146, 187, 51, 232, 236, 53, 60, 38, 54, 51, 0, 228, 114, 34, 185, 251, 59, 207, 64, 175, 77, 94, 243, 222, 81, 138, 176, 175, 83, 74, 160, 243, 128, 222, 56, 7, 160, 112, 141, 64, 237, 21, 110, 83, 217, 222, 54, 194, 201, 227, 149, 242, 10, 78, 254, 196, 130, 232, 115, 62, 159, 164, 30, 72, 110, 186, 42, 142, 162, 231, 238, 121, 109, 214, 64, 222, 178, 67, 114, 193, 78, 90, 39, 35, 181, 182, 99, 7, 177, 20, 131, 106, 249, 101, 153, 43, 237, 17, 54, 97, 173, 63, 193, 115, 17, 192, 11, 252, 75, 7, 214, 163, 137, 157, 175, 119, 133, 215, 235, 223, 6, 195, 165, 156, 63, 72, 2, 193, 184, 39, 231, 155, 98, 79, 183, 185, 146, 62, 84, 216, 246, 91, 217, 82, 93, 52, 161, 74, 13, 36, 50, 34, 86, 102, 38, 21, 122, 67, 28, 186, 24, 191, 166, 92, 195, 65, 177, 193, 150, 153, 235, 164, 177, 52, 39, 143, 24, 85, 197, 41, 84, 78, 36, 18, 232, 243, 57, 110, 145, 18, 75, 55, 164, 81, 116, 21, 122, 122, 181, 171, 57, 20, 63, 147, 66, 226, 188, 141, 104, 194, 81, 250, 180, 121, 157, 28, 204, 8, 242, 114, 156, 5, 240, 115, 129, 142, 194, 160, 36, 136, 193, 181, 241, 63, 253, 254, 211, 57, 35, 89, 66, 63, 73, 59, 171, 217, 209, 126, 155, 247, 43, 150, 99, 153, 215, 132, 103, 16, 86, 242, 176, 180, 114, 217, 233, 76, 158, 79, 35, 127, 167, 46, 119, 222, 128, 169, 191, 253, 120, 190, 123, 236, 110, 163, 65, 94, 22, 31, 35, 231, 16, 174, 168, 106, 95, 93, 160, 29, 179, 53, 183, 7, 60, 162, 189, 74, 110, 106, 103, 248, 69, 173, 169, 88, 169, 73, 188, 107, 110, 150, 138, 26, 123, 0, 127, 113, 245, 44, 14, 67, 52, 165, 224, 252, 82, 28, 110, 54, 122, 1, 30, 183, 104, 206, 46, 8, 207, 183, 138, 182, 117, 156, 110, 128, 157, 171, 7, 91, 8, 156, 69, 25, 236, 68, 60, 213, 4, 172, 95, 27, 5, 124, 203, 55, 111, 229, 133, 98, 107, 120, 40, 156, 95, 115, 180, 208, 106, 59, 47, 57, 104, 29, 53, 166, 204, 120, 186, 112, 86, 85, 154, 77, 166, 211, 120, 219, 118, 226, 143, 174, 202, 237, 226, 42, 101, 79, 81, 213, 110, 180, 81, 38, 104, 24, 89, 112, 177, 161, 121, 81, 34, 81, 196, 75, 3, 110, 134, 218, 104, 242, 130, 140, 38, 49, 75, 139, 62, 110, 172, 106, 86, 142, 77, 167, 105, 105, 80, 17, 66, 212, 94, 125, 6, 41, 160, 157, 182, 200, 154, 66, 212, 231, 77, 42, 249, 125, 129, 208, 128, 20, 192, 243, 33, 162, 17, 164, 94, 246, 186, 143, 50, 185, 248, 186, 123, 60, 80, 66, 62, 33, 247, 129, 8, 239, 31, 81, 139, 25, 57, 233, 229, 185, 96, 173, 22, 47, 37, 104, 128, 20, 133, 176, 50, 37, 250, 84, 13, 246, 72, 102, 23, 30, 204, 231, 98, 17, 106, 39, 1, 7, 253, 94, 230, 87, 32, 191, 23, 167, 150, 140, 55, 80, 67, 119, 105, 196, 90, 196, 124, 253, 35, 0, 91, 143, 122, 176, 71, 215, 5, 108, 122, 252, 188, 219, 200, 159, 159, 241, 232, 83, 79, 17, 194, 208, 15, 62, 67, 80, 123, 29, 47, 168, 234, 68, 56, 24, 46, 45, 89, 46, 132, 221, 86, 69, 12, 13, 225, 71, 76, 254, 169, 78, 135, 82, 5, 193, 231, 141, 149, 251, 25, 132, 26, 57, 222, 26, 210, 42, 138, 145, 47, 201, 59, 135, 71, 160, 129, 127, 45, 47, 151, 54, 241, 57, 219, 71, 248, 77, 91, 44, 145, 176, 240, 164, 45, 125, 101, 228, 50, 221, 161, 175, 235, 92, 65, 229, 128, 14, 254, 144, 9, 147, 4, 6, 152, 66, 147, 157, 193, 85, 253, 174, 112, 181, 86, 158, 90, 42, 94, 244, 58, 125, 199, 111, 8, 89, 37, 218, 9, 200, 50, 178, 247, 234, 21, 251, 76, 5, 175, 105, 22, 51, 139, 244, 146, 22, 202, 54, 65, 76, 43, 205, 86, 158, 124, 71, 178, 67, 2, 64, 121, 13, 76, 108, 29, 193, 114, 48, 103, 219, 111, 131, 122, 124, 167, 83, 217, 11, 110, 232, 131, 235, 213, 78, 227, 127, 52, 163, 62, 234, 203, 174, 73, 12, 61, 208, 167, 214, 4, 132, 152, 31, 115, 211, 189, 158, 201, 87, 121, 228, 246, 15, 236, 9, 96, 222, 112, 108, 104, 139, 89, 56, 48, 132, 111, 20, 7, 72, 174, 235, 34, 250, 173, 179, 188, 218, 123, 30, 226, 40, 228, 207, 17, 141, 21, 172, 128, 23, 26, 117, 175, 128, 202, 44, 239, 161, 166, 253, 191, 107, 183, 138, 127, 213, 50, 133, 75, 184, 199, 199, 255, 67, 180, 159, 152, 232, 84, 239, 155, 61, 154, 162, 51, 85, 204, 216, 23, 125, 151, 251, 116, 139, 196, 231, 180, 54, 24, 111, 13, 90, 158, 61, 118, 133, 150, 228, 195, 38, 121, 224, 156, 179, 162, 0, 241, 91, 38, 162, 115, 63, 188, 196, 70, 239, 131, 241, 164, 158, 107, 181, 167, 146, 147, 68, 213, 184, 252, 52, 167, 10, 23, 35, 2, 182, 150, 103, 196, 58, 132, 146, 243, 222, 104, 27, 63, 212, 76, 195, 92, 188, 107, 92, 96, 145, 141, 177, 108, 174, 23, 17, 229, 178, 64, 209, 44, 190, 223, 69, 65, 108, 111, 229, 104, 201, 105, 188, 81, 192, 56, 53, 82, 83, 241, 15, 97, 166, 194, 23, 241, 86, 72, 141, 116, 86, 21, 68, 54, 237, 96, 66, 240, 11, 53, 119, 39, 63, 139, 180, 19, 202, 23, 15, 195, 123, 52, 157, 177, 129, 30, 248, 141, 245, 255, 19, 91, 249, 52, 3, 211, 225, 82, 142, 212, 72, 223, 175, 219, 22, 211, 250, 121, 209, 45, 70, 128, 208, 70, 128, 124, 6, 247, 52, 156, 1, 137, 79, 174, 69, 170, 98, 230, 213, 102, 33, 44, 246, 209, 236, 70, 70, 180, 71, 155, 207, 228, 14, 137, 43, 94, 45, 53, 176, 121, 255, 206, 56, 61, 140, 191, 87, 197, 142, 155, 55, 67, 19, 139, 155, 21, 106, 88, 239, 224, 208, 203, 45, 212, 62, 173, 174, 58, 227, 54, 6, 179, 3, 126, 149, 167, 108, 150, 33, 219, 198, 233, 251, 168, 115, 36, 55, 160, 235, 16, 76, 142, 228, 123, 184, 221, 116, 74, 85, 147, 59, 113, 61, 166, 245, 23, 172, 132, 10, 24, 199, 47, 199, 66, 203, 197, 253, 129, 193, 113, 238, 10, 19, 231, 203, 51, 138, 219, 210, 176, 236, 182, 147, 23, 25, 251, 52, 161, 213, 230, 194, 61, 229, 224, 19, 243, 233, 43, 26, 77, 198, 245, 153, 232, 122, 253, 150, 121, 206, 176, 248, 177, 99, 98, 198, 130, 57, 179, 156, 111, 253, 204, 184, 159, 220, 72, 176, 156, 79, 160, 40, 201, 95, 63, 240, 9, 140, 44, 36, 92, 17, 251, 178, 81, 226, 91, 66, 50, 241, 73, 84, 24, 64, 187, 27, 52, 61, 241, 181, 155, 135, 47, 113, 191, 232, 207, 56, 58, 179, 252, 193, 242, 85, 168, 251, 47, 196, 147, 166, 223, 251, 42, 55, 28, 185, 38, 23, 230, 239, 105, 238, 217, 197, 238, 107, 178, 212, 27, 95, 77, 134, 159, 61, 229, 7, 85, 96, 87, 232, 125, 89, 44, 152, 66, 61, 223, 181, 77, 50, 127, 215, 247, 134, 13, 30, 98, 64, 199, 77, 161, 210, 128, 124, 91, 239, 20, 186, 222, 151, 186, 92, 172, 13, 223, 215, 65, 161, 108, 172, 64, 40, 117, 189, 227, 135, 81, 174, 204, 183, 45, 61, 83, 195, 51, 183, 203, 42, 52, 215, 162, 208, 149, 221, 184, 64, 219, 6, 155, 196, 206, 240, 226, 168, 94, 189, 28, 146, 209, 84, 250, 204, 204, 246, 112, 223, 29, 30, 69, 244, 100, 37, 250, 20, 255, 174, 193, 91, 65, 126, 75, 7, 114, 141, 55, 232, 108, 24, 251, 61, 153, 121, 90, 58, 27, 45, 142, 3, 88, 54, 29, 122, 145, 160, 70, 146, 125, 187, 40, 78, 91, 155, 111, 153, 33, 106, 232, 210, 198, 47, 122, 223, 154, 4, 155, 60, 81, 255, 225, 22, 92, 56, 93, 170, 52, 165, 34, 229, 99, 90, 18, 232, 42, 19, 180, 144, 219, 231, 114, 6, 186, 245, 172, 151, 112, 252, 168, 232, 127, 113, 221, 83, 250, 60, 74, 88, 163, 23, 47, 120, 226, 13, 10, 34, 60, 26, 255, 3, 165, 0, 57, 96, 116, 77, 227, 18, 191, 216, 169, 246, 185, 113, 45, 118, 0, 8, 144, 142, 29, 145, 171, 42, 224, 138, 39, 154, 53, 119, 154, 232, 47, 128, 43, 175, 200, 50, 100, 215, 98, 202, 98, 137, 17, 66, 64, 21, 208, 5, 31, 0, 192, 34, 0, 106, 198, 153, 63, 224, 94, 25, 27, 181, 44, 170, 243, 237, 126, 249, 108, 196, 100, 241, 164, 136, 38, 103, 123, 131, 35, 83, 182, 252, 16, 54, 209, 223, 2, 62, 199, 158, 39, 122, 118, 145, 30, 65, 212, 199, 70, 205, 216, 97, 227, 167, 124, 20, 193, 221, 116, 101, 164, 158, 33, 116, 181, 150, 215, 123, 248, 30, 214, 155, 77, 105, 188, 139, 162, 95, 118, 219, 66, 246, 136, 92, 197, 7, 199, 216, 112, 29, 200, 22, 80, 64, 7, 203, 100, 80, 26, 1, 10, 177, 31, 35, 108, 132, 53, 119, 122, 72, 51, 62, 160, 167, 251, 191, 245, 142, 79, 235, 184, 142, 194, 218, 240, 66, 226, 179, 125, 18, 246, 234, 25, 56, 4, 240, 215, 214, 42, 143, 32, 87, 5, 215, 62, 231, 179, 186, 219]
cmp = [692012, 611030, 658676, 556679, 588728, 628470, 659130, 623012, 590356, 670831, 734960, 694096, 673431, 676517, 638313, 730305, 651347, 612947, 614037, 722768, 662232, 608720, 598699, 626932, 659018, 554138, 627484, 620929, 655810, 598103, 664749, 772833, 710796, 669747, 576742, 715958, 682073, 687276, 806029, 660519, 728567, 689664, 746796, 597800, 629625, 585142, 678960, 665322, 710793]
flag = [BitVec(f'flag{i}', 8) for i in range(49)]
s = Solver()
for i in range(0, len(mul), 49):
 sum = 0
 for j in range(49):
 sum += flag[j] * mul[i+j]
 s.add(sum == cmp[i//49])
s.add(flag[26] == ord(&quot;o&quot;))
s.add(flag[27] == ord(&quot;u&quot;))
s.add(flag[22] == ord(&quot;i&quot;))
s.add(flag[33] == ord(&quot;a&quot;))
if s.check() == sat:
 m = s.model()
 for i in flag:
 print(chr(m[i].as_long()), end='')</code></pre>稍等一小会就得到flag为<code>we_ought_to_start_storing_our_data_as_dna_instead</code><h2>liqUID glASS</h2>挺有创新性的，结合最近苹果他们新出的液态玻璃特效出了个图像处理技术他们部署了一个<a class="no-external-link" href="https://liquid-glass.surge.sh/" target="_blank">在线网站</a>，可以尝试转换下，在网站源代码里找到了liquidglass.wasm，用wasm2c得到c代码然后转为链接文件o就可以ida反编译分析代码结合源代码下的liquidglass.js可知_applyLiquidGlass调用了wasm里的f函数<pre><code class="lang-js">var _create_buffer, _destroy_buffer, _applyLiquidGlass, __emscripten_stack_restore, __emscripten_stack_alloc, _emscripten_stack_get_current;
function assignWasmExports(wasmExports) {
 Module[&quot;_create_buffer&quot;] = _create_buffer = wasmExports[&quot;d&quot;];
 Module[&quot;_destroy_buffer&quot;] = _destroy_buffer = wasmExports[&quot;e&quot;];
 Module[&quot;_applyLiquidGlass&quot;] = _applyLiquidGlass = wasmExports[&quot;f&quot;];
 __emscripten_stack_restore = wasmExports[&quot;g&quot;];
 __emscripten_stack_alloc = wasmExports[&quot;h&quot;];
 _emscripten_stack_get_current = wasmExports[&quot;i&quot;]
}</code></pre>在ida里找到带有liquidglass和f的函数<pre><code class="c++">__int64 __fastcall w2c_liquidglass_f(__int64 a1, unsigned int a2, unsigned int a3, unsigned int a4, unsigned int a5)
{
 return w2c_liquidglass_f_0(a1, a2, a3, a4, a5);
}
_BOOL8 __fastcall w2c_liquidglass_f_0(__int64 a1, int a2, int a3, int a4, int a5)
{
 // [COLLAPSED LOCAL DECLARATIONS. PRESS NUMPAD &quot;+&quot; TO EXPAND]

v120 = 0;
 result = a5 &lt;= 0;
 if ( a5 &gt; 0 )
 {
 result = a4 &lt;= 0;
 if ( a4 &gt; 0 )
 {
 v94 = a5 - 1;
 v71 = (float)(a5 - 1);
 v93 = a4 - 1;
 v70 = (float)(a4 - 1);
 v69 = (float)a5;
 v68 = (float)a4;
 do
 {
 v92 = v120 * a4;
 v73 = (float)v120 / v69;
 v72 = v73 + -0.5;
 v121 = 0;
 do
 {
 v102 = *(_DWORD *)(a1 + 8) - 16;
 *(_DWORD *)(a1 + 8) = v102;
 v81 = (float)v121 / v68;
 v116 = (float)(v81 * 25.0) + (float)(v73 * 20.0);
 v105 = i32_reinterpret_f32(*(double *)_mm_cvtsi32_si128(LODWORD(v116)).m128i_i64);
 v110 = v105 &amp; 0x7FFFFFFF;
 if ( (v105 &amp; 0x7FFFFFFFu) &gt; 0x3F490FDA )
 {
 if ( v110 &gt; 0x407B53D1 )
 {
 if ( v110 &gt; 0x40E231D5 )
 {
 if ( v110 &gt;= 0x7F800000 )
 {
 v116 = v116 - v116;
 goto LABEL_36;
 }
 v111 = w2c_liquidglass_f5(a1, v102 + 8, *(double *)_mm_cvtsi32_si128(LODWORD(v116)).m128i_i64);
 v65 = f64_load(a1 + 16, v102 + 8LL);
 if ( (v111 &amp; 3) == 3 )
 {
 v18 = (__m128i)*(unsigned __int64 *)&amp;v65;
 *(double *)v18.m128i_i64 = w2c_liquidglass_f2(a1, v65);
 v116 = -COERCE_FLOAT(_mm_cvtsi128_si32(v18));
 }
 else
 {
 if ( (v111 &amp; 3u) - 1 &gt; 2 )
 goto LABEL_32;
 if ( (v111 &amp; 3) == 1 )
 {
 v16 = (__m128i)*(unsigned __int64 *)&amp;v65;
 *(double *)v16.m128i_i64 = w2c_liquidglass_f2(a1, v65);
 v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v16));
 }
 else
 {
 if ( (v111 &amp; 3) != 2 )
 {
LABEL_32:
 v15 = (__m128i)*(unsigned __int64 *)&amp;v65;
 *(double *)v15.m128i_i64 = w2c_liquidglass_f1(a1, v65);
 v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v15));
 goto LABEL_36;
 }
 v17 = (__m128i)(*(_QWORD *)&amp;v65 ^ 0x8000000000000000LL);
 *(double *)v17.m128i_i64 = w2c_liquidglass_f1(a1, *(double *)v17.m128i_i64);
 v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v17));
 }
 }
 }
 else if ( v110 &gt; 0x40AFEDDF )
 {
 if ( v105 &gt;= 0 )
 v13 = -6.283185307179586;
 else
 v13 = 6.283185307179586;
 v55 = v13 + wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v116)).m128i_i64);
 v14 = (__m128i)*(unsigned __int64 *)&amp;v55;
 *(double *)v14.m128i_i64 = w2c_liquidglass_f1(a1, v55);
 v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v14));
 }
 else
 {
 v64 = wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v116)).m128i_i64);
 if ( v105 &gt;= 0 )
 {
 v12 = (__m128i)COERCE_UNSIGNED_INT64(v64 + -4.71238898038469);
 *(double *)v12.m128i_i64 = w2c_liquidglass_f2(a1, *(double *)v12.m128i_i64);
 v116 = -COERCE_FLOAT(_mm_cvtsi128_si32(v12));
 }
 else
 {
 v11 = (__m128i)COERCE_UNSIGNED_INT64(v64 + 4.71238898038469);
 *(double *)v11.m128i_i64 = w2c_liquidglass_f2(a1, *(double *)v11.m128i_i64);
 v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v11));
 }
 }
 }
 else
 {
 v63 = wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v116)).m128i_i64);
 if ( v110 &gt; 0x4016CBE3 )
 {
 if ( v105 &lt; 0 )
 v9 = 3.141592653589793;
 else
 v9 = -3.141592653589793;
 v10 = (__m128i)COERCE_UNSIGNED_INT64(-(v9 + v63));
 *(double *)v10.m128i_i64 = w2c_liquidglass_f1(a1, *(double *)v10.m128i_i64);
 v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v10));
 }
 else if ( v105 &gt;= 0 )
 {
 v8 = (__m128i)COERCE_UNSIGNED_INT64(v63 + -1.570796326794897);
 *(double *)v8.m128i_i64 = w2c_liquidglass_f2(a1, *(double *)v8.m128i_i64);
 v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v8));
 }
 else
 {
 v7 = (__m128i)COERCE_UNSIGNED_INT64(v63 + 1.570796326794897);
 *(double *)v7.m128i_i64 = w2c_liquidglass_f2(a1, *(double *)v7.m128i_i64);
 v116 = -COERCE_FLOAT(_mm_cvtsi128_si32(v7));
 }
 }
 }
 else if ( v110 &gt;= 0x39800000 )
 {
 v6 = (__m128i)COERCE_UNSIGNED_INT64(wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v116)).m128i_i64));
 *(double *)v6.m128i_i64 = w2c_liquidglass_f1(a1, *(double *)v6.m128i_i64);
 v116 = COERCE_FLOAT(_mm_cvtsi128_si32(v6));
 }
LABEL_36:
 *(_DWORD *)(a1 + 8) = v102 + 16;
 v76 = v116;
 v103 = *(_DWORD *)(a1 + 8) - 16;
 *(_DWORD *)(a1 + 8) = v103;
 v117 = (float)(v81 * 20.0) + (float)(v73 * 25.0);
 v106 = i32_reinterpret_f32(*(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64);
 v112 = v106 &amp; 0x7FFFFFFF;
 if ( (v106 &amp; 0x7FFFFFFFu) &gt; 0x3F490FDA )
 {
 if ( v112 &gt; 0x407B53D1 )
 {
 if ( v112 &gt; 0x40E231D5 )
 {
 v115 = v117 - v117;
 if ( v112 &gt;= 0x7F800000 )
 goto LABEL_68;
 v113 = w2c_liquidglass_f5(a1, v103 + 8, *(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64);
 v67 = f64_load(a1 + 16, v103 + 8LL);
 if ( (v113 &amp; 3) == 3 )
 {
 v29 = (__m128i)*(unsigned __int64 *)&amp;v67;
 *(double *)v29.m128i_i64 = w2c_liquidglass_f1(a1, v67);
 v115 = COERCE_FLOAT(_mm_cvtsi128_si32(v29));
 }
 else
 {
 if ( (v113 &amp; 3u) - 1 &gt; 2 )
 goto LABEL_64;
 if ( (v113 &amp; 3) == 1 )
 {
 v27 = (__m128i)(*(_QWORD *)&amp;v67 ^ 0x8000000000000000LL);
 *(double *)v27.m128i_i64 = w2c_liquidglass_f1(a1, *(double *)v27.m128i_i64);
 v115 = COERCE_FLOAT(_mm_cvtsi128_si32(v27));
 }
 else
 {
 if ( (v113 &amp; 3) != 2 )
 {
LABEL_64:
 v26 = (__m128i)*(unsigned __int64 *)&amp;v67;
 *(double *)v26.m128i_i64 = w2c_liquidglass_f2(a1, v67);
 v115 = COERCE_FLOAT(_mm_cvtsi128_si32(v26));
 goto LABEL_68;
 }
 v28 = (__m128i)*(unsigned __int64 *)&amp;v67;
 *(double *)v28.m128i_i64 = w2c_liquidglass_f2(a1, v67);
 v115 = -COERCE_FLOAT(_mm_cvtsi128_si32(v28));
 }
 }
 }
 else if ( v112 &lt; 0x40AFEDE0 )
 {
 if ( v106 &gt;= 0 )
 {
 v25 = (__m128i)COERCE_UNSIGNED_INT64(
 wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64)
 + -4.71238898038469);
 *(double *)v25.m128i_i64 = w2c_liquidglass_f1(a1, *(double *)v25.m128i_i64);
 }
 else
 {
 v58 = -4.71238898038469 - wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64);
 v25 = (__m128i)*(unsigned __int64 *)&amp;v58;
 *(double *)v25.m128i_i64 = w2c_liquidglass_f1(a1, v58);
 }
 v115 = COERCE_FLOAT(_mm_cvtsi128_si32(v25));
 }
 else
 {
 if ( v106 &gt;= 0 )
 v23 = -6.283185307179586;
 else
 v23 = 6.283185307179586;
 v57 = v23 + wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64);
 v24 = (__m128i)*(unsigned __int64 *)&amp;v57;
 *(double *)v24.m128i_i64 = w2c_liquidglass_f2(a1, v57);
 v115 = COERCE_FLOAT(_mm_cvtsi128_si32(v24));
 }
 }
 else if ( v112 &lt; 0x4016CBE4 )
 {
 v66 = wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64);
 if ( v106 &gt;= 0 )
 v22 = (__m128i)COERCE_UNSIGNED_INT64(1.570796326794897 - v66);
 else
 v22 = (__m128i)COERCE_UNSIGNED_INT64(v66 + 1.570796326794897);
 *(double *)v22.m128i_i64 = w2c_liquidglass_f1(a1, *(double *)v22.m128i_i64);
 v115 = COERCE_FLOAT(_mm_cvtsi128_si32(v22));
 }
 else
 {
 if ( v106 &gt;= 0 )
 v20 = -3.141592653589793;
 else
 v20 = 3.141592653589793;
 v56 = v20 + wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64);
 v21 = (__m128i)*(unsigned __int64 *)&amp;v56;
 *(double *)v21.m128i_i64 = w2c_liquidglass_f2(a1, v56);
 v115 = -COERCE_FLOAT(_mm_cvtsi128_si32(v21));
 }
 }
 else
 {
 v115 = 1.0;
 if ( v112 &gt;= 0x39800000 )
 {
 v19 = (__m128i)COERCE_UNSIGNED_INT64(wasm_quietf(*(double *)_mm_cvtsi32_si128(LODWORD(v117)).m128i_i64));
 *(double *)v19.m128i_i64 = w2c_liquidglass_f2(a1, *(double *)v19.m128i_i64);
 v115 = COERCE_FLOAT(_mm_cvtsi128_si32(v19));
 }
 }
LABEL_68:
 *(_DWORD *)(a1 + 8) = v103 + 16;
 v78 = v81 + -0.5;
 v30 = _mm_cvtsi32_si128(
 COERCE_UNSIGNED_INT(
 (float)((float)(v81 + -0.5) * (float)(v81 + -0.5))
 + (float)((float)(v73 + -0.5) * (float)(v73 + -0.5))));
 *(double *)v30.m128i_i64 = wasm_sqrtf(*(double *)v30.m128i_i64);
 v118 = COERCE_FLOAT(_mm_cvtsi128_si32(v30));
 if ( (float)((float)(v115 * 0.1) + (float)(v73 + (float)((float)(v72 * v118) * 0.5))) &gt;= 1.0 )
 v31 = 1.0;
 else
 v31 = (float)(v115 * 0.1) + (float)(v73 + (float)((float)(v72 * v118) * 0.5));
 if ( v31 &lt;= 0.0 )
 v31 = 0.0;
 if ( v31 &gt;= 1.0 )
 v31 = 1.0;
 if ( v31 &lt;= 0.0 )
 v31 = 0.0;
 v51 = v31 * v71;
 v74 = v31 * v71;
 if ( (float)(v31 * v71) &lt; -2147483600.0 )
 {
 v32 = 0x80000000;
 }
 else if ( v51 &gt;= 2147483600.0 )
 {
 v32 = 0x7FFFFFFF;
 }
 else
 {
 v32 = (int)v51;
 }
 v104 = v32;
 if ( v32 + 1 &lt;= v94 )
 v33 = v32 + 1;
 else
 v33 = v94;
 v62 = a4 * v33;
 v99 = a4 * v33;
 if ( (float)((float)(v76 * 0.1) + (float)(v81 + (float)((float)(v78 * v118) * 0.5))) &gt;= 1.0 )
 v34 = 1.0;
 else
 v34 = (float)(v76 * 0.1) + (float)(v81 + (float)((float)(v78 * v118) * 0.5));
 if ( v34 &lt;= 0.0 )
 v34 = 0.0;
 if ( v34 &gt;= 1.0 )
 v34 = 1.0;
 if ( v34 &lt;= 0.0 )
 v34 = 0.0;
 v50 = v34 * v70;
 if ( (float)(v34 * v70) &lt; -2147483600.0 )
 {
 v35 = 0x80000000;
 }
 else if ( v50 &gt;= 2147483600.0 )
 {
 v35 = 0x7FFFFFFF;
 }
 else
 {
 v35 = (int)v50;
 }
 v114 = v35;
 if ( v35 + 1 &lt;= v93 )
 v36 = v35 + 1;
 else
 v36 = v93;
 v96 = v36;
 v107 = 4 * (v36 + v62) + a2;
 v91 = i32_load8_u(a1 + 16, v107 + 1LL);
 v90 = i32_load8_u(a1 + 16, v107 + 2LL);
 v89 = i32_load8_u(a1 + 16, v107);
 v108 = 4 * (v99 + v114) + a2;
 v88 = i32_load8_u(a1 + 16, v108 + 1LL);
 v100 = 4 * (v104 * a4 + v96) + a2;
 v87 = i32_load8_u(a1 + 16, v100 + 1LL);
 v97 = 4 * (v104 * a4 + v114) + a2;
 v95 = i32_load8_u(a1 + 16, v97 + 1LL);
 v86 = i32_load8_u(a1 + 16, v108 + 2LL);
 v85 = i32_load8_u(a1 + 16, v100 + 2LL);
 v84 = i32_load8_u(a1 + 16, v97 + 2LL);
 v83 = i32_load8_u(a1 + 16, v108);
 v101 = i32_load8_u(a1 + 16, v100);
 v98 = i32_load8_u(a1 + 16, v97);
 v109 = 4 * (v92 + v121) + a3;
 v59 = (float)((float)((float)(1.0 - (float)(v118 * 0.30000001)) * 0.80000001)
 + (float)((float)(v118 * 0.30000001) * 0.94999999))
 * 255.0;
 if ( v59 &lt;= -1.0 )
 {
 v37 = 0;
 }
 else if ( v59 &gt;= 4294967300.0 )
 {
 v37 = -1;
 }
 else
 {
 v37 = (int)v59;
 }
 i32_store8(a1 + 16, (unsigned int)(4 * (v92 + v121) + a3) + 3LL, v37);
 v79 = v118 * 0.5;
 v80 = 1.0 - (float)(v118 * 0.5);
 v60 = (float)(v80 * 0.89999998) + (float)((float)(v118 * 0.5) * 0.80000001);
 v119 = (float)(v34 * v70) - (float)v114;
 v82 = 1.0 - v119;
 v77 = v74 - (float)v104;
 v75 = 1.0 - v77;
 v52 = (float)((float)((float)((float)v98 * v82) + (float)(v119 * (float)v101)) * (float)(1.0 - v77))
 + (float)(v77 * (float)((float)((float)v83 * v82) + (float)(v119 * (float)v89)));
 if ( v52 &lt;= -1.0 )
 {
 v38 = 0;
 }
 else if ( v52 &gt;= 4294967300.0 )
 {
 v38 = -1;
 }
 else
 {
 v38 = (int)v52;
 }
 v61 = v60 * (float)v38;
 if ( v61 &gt;= 255.0 )
 v39 = 255.0;
 else
 v39 = v61;
 if ( v39 &lt;= 0.0 )
 v39 = 0.0;
 if ( v39 &lt;= -1.0 )
 {
 v40 = 0;
 }
 else if ( v39 &gt;= 4294967300.0 )
 {
 v40 = -1;
 }
 else
 {
 v40 = (int)v39;
 }
 i32_store8(a1 + 16, v109, v40);
 v53 = (float)((float)((float)((float)v84 * v82) + (float)(v119 * (float)v85)) * v75)
 + (float)(v77 * (float)((float)((float)v86 * v82) + (float)(v119 * (float)v90)));
 if ( v53 &lt;= -1.0 )
 {
 v41 = 0;
 }
 else if ( v53 &gt;= 4294967300.0 )
 {
 v41 = -1;
 }
 else
 {
 v41 = (int)v53;
 }
 if ( (float)((float)(v80 + (float)(v79 * 0.94999999)) * (float)v41) &gt;= 255.0 )
 v42 = 255.0;
 else
 v42 = (float)(v80 + (float)(v79 * 0.94999999)) * (float)v41;
 if ( v42 &lt;= 0.0 )
 v42 = 0.0;
 if ( v42 &lt;= -1.0 )
 {
 v43 = 0;
 }
 else if ( v42 &gt;= 4294967300.0 )
 {
 v43 = -1;
 }
 else
 {
 v43 = (int)v42;
 }
 i32_store8(a1 + 16, v109 + 2LL, v43);
 v54 = (float)((float)((float)((float)v95 * v82) + (float)(v119 * (float)v87)) * v75)
 + (float)(v77 * (float)((float)((float)v88 * v82) + (float)(v119 * (float)v91)));
 if ( v54 &lt;= -1.0 )
 {
 v44 = 0;
 }
 else if ( v54 &gt;= 4294967300.0 )
 {
 v44 = -1;
 }
 else
 {
 v44 = (int)v54;
 }
 if ( (float)((float)((float)(v80 * 0.94999999) + (float)(v79 * 0.85000002)) * (float)v44) &gt;= 255.0 )
 v45 = 255.0;
 else
 v45 = (float)((float)(v80 * 0.94999999) + (float)(v79 * 0.85000002)) * (float)v44;
 if ( v45 &lt;= 0.0 )
 v45 = 0.0;
 if ( v45 &lt;= -1.0 )
 {
 v46 = 0;
 }
 else if ( v45 &gt;= 4294967300.0 )
 {
 v46 = -1;
 }
 else
 {
 v46 = (int)v45;
 }
 i32_store8(a1 + 16, v109 + 1LL, v46);
 ++v121;
 }
 while ( v121 != a4 );
 result = ++v120 != a5;
 }
 while ( v120 != a5 );
 }
 }
 return result;
}</code></pre>发现做了很多运算处理，还包含了Π，直接把所有函数喂给gemini就能分析出加密原理其中w2c_liquidglass_f1实现了sinx的泰勒级数多项式逼近，w2c_liquidglass_f2实现了cosx的泰勒级数多项式逼近，死去的微积分记忆又回来了<img src="http://xherlock.top/usr/uploads/2025/06/1962297952.png" alt="image-20250617090840455.png" title="image-20250617090840455.png" style="">然后让gemini直接给出逆向脚本<pre><code class="lang-python">import numpy as np
from PIL import Image

def liquid_glass_forward(input_image: np.ndarray) -&gt; np.ndarray:
    &quot;&quot;&quot;
    用 Python 和 Numpy 精确地重新实现 liquidglass 正向算法。
    这个函数接收一个图像（作为numpy数组），并返回经过特效处理后的图像。
    注释中的 C 变量名对应您提供的伪代码。
    &quot;&quot;&quot;
    height, width, _ = input_image.shape
  
    # C 伪代码中的 v68, v69, v70, v71
    f_width, f_height = float(width), float(height)
    f_width_m1, f_height_m1 = float(width - 1), float(height - 1)

# 创建输出图像的坐标网格 (对应 C 中的 v121, v120 循环)
    x_coords = np.arange(width)
    y_coords = np.arange(height)
    xx, yy = np.meshgrid(x_coords, y_coords)

# 1. 坐标归一化
    # C: v81 = (float)v121 / v68;  v73 = (float)v120 / v69;
    nx = xx / f_width
    ny = yy / f_height
  
    # 2. 生成三角函数的输入值
    # C: v116 = (float)(v81 * 25.0) + (float)(v73 * 20.0);
    # C: v117 = (float)(v81 * 20.0) + (float)(v73 * 25.0);
    p1 = nx * 25.0 + ny * 20.0
    p2 = nx * 20.0 + ny * 25.0

# 3. 计算三角函数
    # C 伪代码中庞大的 if/else 链和 f1, f2, f5 函数共同实现了 sin 和 cos
    # 我们可以直接用 numpy 的函数代替，结果一致
    # C: v76 = sin(v116), v115 = cos(v117)
    sin_val = np.sin(p1)
    cos_val = np.cos(p2)

# 4. 计算位移后的采样坐标
    # C: v78 = v81 + -0.5; v72 = v73 + -0.5;
    nx_m05 = nx - 0.5
    ny_m05 = ny - 0.5
  
    # C: v118 = sqrt((nx_m05*nx_m05) + (ny_m05*ny_m05));
    dist_from_center = np.sqrt(nx_m05**2 + ny_m05**2)

# C: v35 = (v115 * 0.1) + (v73 + ((v72 * v118) * 0.5));
    new_ny_norm = (cos_val * 0.1) + (ny + (ny_m05 * dist_from_center) * 0.5)
  
    # C: v38 = (v76 * 0.1) + (v81 + ((v78 * v118) * 0.5));
    new_nx_norm = (sin_val * 0.1) + (nx + (nx_m05 * dist_from_center) * 0.5)
  
    # 将归一化坐标变回像素坐标
    source_x = new_nx_norm * f_width_m1
    source_y = new_ny_norm * f_height_m1

# 5. 双线性插值采样
    x0 = np.floor(source_x).astype(np.int32)
    y0 = np.floor(source_y).astype(np.int32)
    x1 = x0 + 1
    y1 = y0 + 1

# 计算插值权重
    wa = source_x - x0
    wb = source_y - y0

# 边界处理 (Clipping)
    x0 = np.clip(x0, 0, width - 1)
    y0 = np.clip(y0, 0, height - 1)
    x1 = np.clip(x1, 0, width - 1)
    y1 = np.clip(y1, 0, height - 1)

# 从输入图像中获取四个角点的颜色值
    c00 = input_image[y0, x0]
    c10 = input_image[y0, x1]
    c01 = input_image[y1, x0]
    c11 = input_image[y1, x1]

# 执行插值
    top = c00 * (1 - wa[..., np.newaxis]) + c10 * wa[..., np.newaxis]
    bottom = c01 * (1 - wa[..., np.newaxis]) + c11 * wa[..., np.newaxis]
    interpolated_color = top * (1 - wb[..., np.newaxis]) + bottom * wb[..., np.newaxis]

# C 伪代码中还有一些额外的颜色混合步骤，但它们不影响几何映射
    # 为了精确还原，我们只关心坐标映射，所以直接返回插值结果即可
    return interpolated_color

def restore_image(distorted_image_path: str, restored_image_path: str):
    &quot;&quot;&quot;
    执行逆向还原过程
    &quot;&quot;&quot;
    print(f&quot;[*] 正在加载扭曲的图片: {distorted_image_path}&quot;)
    distorted_img = Image.open(distorted_image_path).convert(&quot;RGB&quot;)
    distorted_arr = np.array(distorted_img)
    height, width, _ = distorted_arr.shape

print(f&quot;[*] 正在创建 {width}x{height} 的坐标格网图...&quot;)
    x_coords = np.arange(width, dtype=np.float32)
    y_coords = np.arange(height, dtype=np.float32)
    xx, yy = np.meshgrid(x_coords, y_coords)
  
    coord_grid = np.zeros((height, width, 3), dtype=np.float32)
    coord_grid[..., 0] = xx
    coord_grid[..., 1] = yy

print(&quot;[*] 正在应用正向 liquidglass 算法以生成位移图...&quot;)
    # 这里的 displacement_map 的颜色值(R,G) 代表了源坐标(x,y)
    displacement_map = liquid_glass_forward(coord_grid)

print(&quot;[*] 正在根据位移图重构原始图像...&quot;)
    restored_arr = np.full((height, width, 3), 255, dtype=np.uint8)

# 从位移图中提取源坐标 (sx, sy)
    source_x = np.clip(displacement_map[..., 0], 0, width - 1).astype(int)
    source_y = np.clip(displacement_map[..., 1], 0, height - 1).astype(int)

# 获取目标图像的原始坐标网格，用于索引
    dest_xx, dest_yy = np.meshgrid(np.arange(width), np.arange(height))

# 核心逆向映射步骤：
    # restored_image[sy, sx] = distorted_image[y, x]
    # 我们将扭曲图像在 (y,x) 的像素，放回它应该在的原始位置 (sy,sx)
    restored_arr[source_y, source_x] = distorted_arr[dest_yy, dest_xx]

restored_img = Image.fromarray(restored_arr)
    print(f&quot;[+] 还原成功！已保存为: {restored_image_path}&quot;)
    print(&quot;[!] 注意：还原的图像可能存在空洞，这是正常的。&quot;)
    restored_img.save(restored_image_path)
    restored_img.show()

if __name__ == '__main__':
 # 替换为你的输入文件名
 input_file = 'liquidglass.png'
 output_file = 'restored_qr.png'
 try:
 restore_image(input_file, output_file)
 except FileNotFoundError:
 print(f&quot;\n错误：找不到文件 '{input_file}'。请确保它和脚本在同一目录下。&quot;)</code></pre>上面所做的代码实际上是将像素坐标还原回去，所以可以精确得到原来的图（但是原来的图还做了个颜色混合步骤，导致出来的二维码存在白色噪声）输入前<img src="http://xherlock.top/usr/uploads/2025/06/4252022113.png" alt="liquidglass.png" title="liquidglass.png" style="">输入后<img src="http://xherlock.top/usr/uploads/2025/06/1639719529.png" alt="restored_qr.png" title="restored_qr.png" style="">基本能看出二维码，但是黑框存在很多白点噪声，因此我用了最笨的法手动画图（ps一点不会）<img src="http://xherlock.top/usr/uploads/2025/06/3279593576.png" alt="image.png" title="image.png" style="">扫描二维码就能得到flag <code>.;,;.{Do_You_Prefer_Liquid_Glass_Or_Ass?}</code>？好变态<h2>others</h2>后面还没出的3道题等复现完补充回来

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