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🍊 Who We Are?

Fruit Guardians

Fruit Guardians(果宝特攻) 是由 HnuSec(海南大学安全团队)发起和维护的网络安全与 AI 攻防开源计划。我们汇聚了一批热爱安全攻防、前沿对抗与智能工程的技术探索者,深耕漏洞挖掘、静态代码分析、二进制逆向与大模型智能体(Security Agent)等领域。我们的宗旨是:将竞赛实战、攻防对抗与学术积累中真正有价值的能力武器化、工程化,沉淀为开箱即用的开源工具与知识体系,赋能每一位安全研究者与学习者。

Fruit Guardians is a cybersecurity and AI agent open-source initiative founded and maintained by HnuSec. We bring together passionate security researchers, CTF players, and AI engineers specializing in vulnerability hunting, CodeQL static analysis, binary exploitation, and autonomous security agents. Our mission is: weaponizing real-world offensive-defensive capabilities into high-quality open-source toolkits, safeguarding the digital realm alongside the community.

 

🔥 Trending · 重点开源项目

组织核心沉淀的 AI 攻防智能体、安全审计工具链与逆向工程成果:

ProofBlade PureAutoCodeql
Api-Finder NHDD
gambling-killchain codeql-zed
 

🎓 Training & Growth · 战队培训与成长归档

HnuSec 历届新人选拔、实战训练营与技能打卡归档,见证每一位安全研究员的成长轨迹:

培训体系 / 仓库 周期阶段 主要训练内容与定位 快速直达
2026-Autumn-Training 2026 秋季 (当前) HnuSec 2026 秋季新人选拔与培训实训体系
包含攻防基础、Web 安全、逆向工程、智能 Agent 与任务打卡作业提交。
进入仓库
2026-Spring-Training 2026 春季 2026 春季专项技能强化与进阶训练
聚焦攻防专项攻坚、二进制/Pwn、实战靶场闯关与中期考核归档。
查阅归档
2025-autumn-learning 2025 秋季 历届基础能力沉淀与学习记录
收录历届战队成员的新生入门笔记、CTF 题解技巧与实操日志。
查阅归档
 

🔬 Research & Tech Stack · 研究矩阵与技术生态

🛡️ 攻防对抗与漏洞挖掘 🤖 AI × 攻防智能体 🏗️ 武器化与工程基建
  • Web 漏洞挖掘:链式利用构造、反序列化、业务逻辑缺陷
  • 二进制 & Pwn:逆向分析、内存脆弱性、Exploit 编写
  • 移动端逆向:Android 内存免注入脱壳、ELF/DEX 动态提取
  • 密码学与取证:密码算法分析、内存镜像分析、流量解密溯源
  • Security Multi-Agent:攻防任务自主规划与协同渗透
  • CodeQL 规则生成:大模型驱动的代码语义与路径推导
  • 场景化审计 Skill:特定业务场景杀伤链建模与深度排查
  • 模型安全防御:提示词注入拦截、Agent 沙箱安全治理
  • 静态分析插件:Zed / IDE 深度语言服务与语法支持
  • 资产测绘自动化:前端静态资产与 API 端点深度探测
  • CTF 竞技平台:赛事题库沉淀、动态靶标与环境编排
  • 实训体系沉淀:梯度式新人教程与攻防技能树建设

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💐 Fruit Guardians Family · 团队与贡献者 💐

感谢每一位为 Fruit Guardians 持续投入热爱、创意与代码的伙伴:


bx33661 Rxiain jujubooom unjoke iam0range jatopos mi1n9 Adonis-315 bx7f chrizsty creek-night FloatingRaft icent-f Lamb-fish lamp33661 Lu0m0 mansujiaosheng pwn-cinco Q1uJu qinglove777 taixu1440 uaooo weixiao33661 Yoroll-11 zel0wisp

 

Fruit Guardians · 用开源工具沉淀攻防能力,用智能工程守护数字世界

🌐 官方主页 hnusec.com  |  💬 社区讨论 Discussions  |  📦 开源项目 Repositories
一起见证星辰大海 ✨

Pinned Loading

  1. PureAutoCodeql PureAutoCodeql Public

    Multi-agent CodeQL vulnerability analysis pipeline for CVE research, source/sink tracing, query generation, and path selection.

    Python 9 1

  2. HnuSec-Website-Public HnuSec-Website-Public Public

    HnuSec 团队官方网站

    TypeScript 2 8

Repositories

Showing 10 of 16 repositories
  • 2026-Autumn-Training Public

    HnuSec 2026 Autumn Training submission repository

    Fruit-Guardians/2026-Autumn-Training's past year of commit activity
    12 23 0 3 Updated Oct 17, 2026
  • Qbar Public

    A lightweight HTTP request workbench inside browser DevTools. Edit, send, inspect, and replay — with cURL, local history, and light/dark themes.

    Fruit-Guardians/Qbar's past year of commit activity
    TypeScript 0 0 0 0 Updated Oct 17, 2026
  • ProofBlade Public

    证锋/ProofBlade一个为信息安全的agent

    Fruit-Guardians/ProofBlade's past year of commit activity
    TypeScript 8 7 0 7 Updated Oct 16, 2026
  • NHDD Public
    Fruit-Guardians/NHDD's past year of commit activity
    Python 3 0 0 0 Updated Oct 16, 2026
  • codeql-zed Public

    CodeQL for Zed — syntax highlighting, diagnostics, completion, hover, and go to definition powered by Tree-sitter and the official CodeQL language server.

    Fruit-Guardians/codeql-zed's past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 16, 2026
  • .github Public
    Fruit-Guardians/.github's past year of commit activity
    0 0 0 0 Updated Oct 15, 2026
  • AutoVul Public
    Fruit-Guardians/AutoVul's past year of commit activity
    TypeScript 1 0 0 4 Updated Oct 8, 2026
  • PureAutoCodeql Public

    Multi-agent CodeQL vulnerability analysis pipeline for CVE research, source/sink tracing, query generation, and path selection.

    Fruit-Guardians/PureAutoCodeql's past year of commit activity
    Python 9 MIT 1 1 8 Updated Sep 26, 2026
  • gambling-killchain Public

    Evidence-led security audit Skill for gambling platforms: mobile clients, business logic, payments, storage, family correlation, and reviewable reporting. Compatible with Codex and Claude Code.

    Fruit-Guardians/gambling-killchain's past year of commit activity
    Python 2 0 0 0 Updated Aug 14, 2026
  • claude-code Public
    Fruit-Guardians/claude-code's past year of commit activity
    TypeScript 0 0 0 0 Updated Aug 7, 2026

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