Zetsu

一个用于攻击性安全知识的个人离线 RAG 系统。导入你的笔记、实验解法、漏洞赏金报告和安全博客，然后在实际攻击中通过自然语言查询。无需云服务、无需SaaS，你的知识始终属于你。 它能做什么 ZETSU 将你积累的知识转化为可查询的助手。你无需再通过 grep 搜索 markdown 文件，或费力回忆哪个笔记里写有 certipy 命令——你可以自然地问： 如何利用 SeImpersonatePrivilege 提权 拿到 ADFS 访问权限后我做了什么 sliver socks5 反向代理设置 解释 ESC8 vs ESC4...

Adapting Large Language Models to Emerging Cybersecurity Using Retrieval Augmented Generation

Security applications are increasingly relying on large language models LLMs for cyber threat detection; however, their opaque reasoning often limits trust, particularly in decisions that require domain-specific cybersecurity knowledge. Because security threats evolve rapidly, LLMs must not only...

Advancing Autonomous Incident Response: Leveraging LLMs and Cyber Threat Intelligence

Effective incident response IR is critical for mitigating cyber threats, yet security teams are overwhelmed by alert fatigue, high false-positive rates, and the vast volume of unstructured Cyber Threat Intelligence CTI documents. While CTI holds immense potential for enriching security operations...