CTF•AI/ML 攻防
Free用于对抗样本、模型提取、提示注入、成员推断、训练投毒、LoRA 滥用、LLM 越狱等 AI/ML 相关 CTF 题;触发名:ctf-ai-ml
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用于公开资料检索、社交媒体分析、地理定位、DNS、用户名枚举、反向图片搜索、历史快照、公开记录与坐标识别等 OSINT 类 CTF 题;触发名:ctf-osint
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See how to installReview the instructions the agent will receive before you install.
Quick reference for OSINT CTF challenges. Each technique has a one-liner here; see supporting files for full details.
Python packages (all platforms):
pip install shodan Pillow
Linux (apt):
apt install whois dnsutils nmap libimage-exiftool-perl imagemagick curl
macOS (Homebrew):
brew install whois bind nmap exiftool imagemagick curl
/ctf-forensics./ctf-web./ctf-malware.# DNS recon
dig -t any target.com
dig -t txt target.com
dig axfr @ns.target.com target.com
whois target.com
# Image metadata
exiftool image.jpg
identify -verbose image.jpg | head -30
# Web archive
curl "https://web.archive.org/web/20230101*/target.com"
# Username lookup
curl -s "https://whatsmyname.app/api/lookup?username=<user>"
# Shodan
shodan search "hostname:target.com"
shodan host <ip>
https://x.com/i/user/<id> works even after renames.(id >> 22) + 1288834974657 = Unix ms.curl -sI for x-tumblr-user header. Avatar at /avatar/512. See social-media.md.XXXX+XXX (chars: 23456789CFGHJMPQRVWX). Drop a pin on Google Maps → Plus Code appears in details. Free, no API key needed. See geolocation-and-media.md.exiftool image.jpg # EXIF data
pdfinfo document.pdf # PDF metadata
mediainfo video.mp4 # Video metadata
site:example.com filetype:pdf
intitle:"index of" password
Image TBS filters: Append &tbs=itp:face to Google Image URLs to filter for faces only (strips logos/banners). See web-and-dns.md.
/export?format=csv, /pub, /gviz/tq?tqx=out:csv, /htmlview. See web-and-dns.md.dig -t txt subdomain.ctf.domain.com
dig axfr @ns.domain.com domain.com # Zone transfer
Always check TXT, CNAME, MX for CTF domains. See web-and-dns.md.
https://metrics.torproject.org/rs.html#simple/<FINGERPRINT> -- check family, sort by "first seen". See web-and-dns.md.gh api. See web-and-dns.md./start, answer verification questions. See web-and-dns.md.curl "http://ip-api.com/json/103.150.68.150"
Pattern: Visually-identical Unicode characters from different blocks (Cyrillic, Greek, Math) encode binary data in social media posts. ASCII = 0, homoglyph = 1. Group bits into bytes for flag. See social-media.md.
No auth needed. Endpoints: public.api.bsky.app/xrpc/app.bsky.feed.searchPosts?q=..., app.bsky.actor.searchActors, app.bsky.feed.getAuthorFeed. Check all replies to official posts. See social-media.md.
Pattern: Port appears open on a standard service port (22/SSH, 80/HTTP) but runs a fake service. nmap -sV or nc host port reveals the flag in the banner. Never trust port numbers alone -- always fingerprint the service. See web-and-dns.md.
Search Shodan by SSH host key fingerprint to identify servers: shodan search "fingerprint:AA:BB:CC:...". See web-and-dns.md.
Lookup usernames across gaming platforms (Steam, Xbox, PSN, MMOs) for character profiles, activity, and linked accounts. See social-media.md.
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用于对抗样本、模型提取、提示注入、成员推断、训练投毒、LoRA 滥用、LLM 越狱等 AI/ML 相关 CTF 题;触发名:ctf-ai-ml
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用于 XSS、SQL 注入、SSTI、SSRF、XXE、JWT、鉴权绕过、文件上传、请求走私、OAuth/OIDC、SAML 与原型污染等 Web 类 CTF 题;触发名:ctf-web
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用于缓冲区溢出、格式化字符串、堆利用、ROP、ret2libc、shellcode、内核利用、seccomp 绕过与沙箱逃逸等 pwn 类 CTF 题;触发名:ctf-pwn
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用于 RSA、AES、ECC、格攻击、LWE、CVP、Coppersmith、Pollard、Wiener、填充预言机、GCM、KDF、伪随机数与零知识证明等密码学和数学类 CTF 题;触发名:ctf-crypto
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用于混淆脚本、恶意样本、自定义加密协议、C2 流量、PE/.NET 二进制、RC4/AES 通信、YARA、shellcode、进程注入与反分析等恶意软件类 CTF 题;触发名:ctf-malware
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用于在 CTF 挑战开始时做首轮分类、轻量 triage 与 skill 路由,识别主导类别后转到对应 ctf-* skill,类别已明确时也可直接作为入口;触发名:solve-challenge
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