Starred repositories
The system of action for AI-native cybersecurity—where intent becomes governed execution, evidence becomes operational memory, and every operation improves the next.
Home Assistant custom integration for SaveFamily GPS watches (based on 3G Electronics / myaqsh.com platform)
VulnGym: A Real-World, Project-Level Vulnerability Benchmark for White-Box Vulnerability-Hunting Agents
Security Onion is a free and open platform for threat hunting, enterprise security monitoring, and log management. It includes our own interfaces for alerting, dashboards, hunting, PCAP, detections…
Malcolm is a powerful, easily deployable network traffic analysis tool suite for full packet capture artifacts (PCAP files), Zeek logs and Suricata alerts.
The official GitHub page for the survey paper "A Survey on Large Language Models: Applications, Challenges, Limitations, and Practical Usage"
Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.
Project CodeGuard is an open-source, model-agnostic security framework that embeds secure-by-default practices into AI coding agent workflows. It provides comprehensive security rules that guide AI…
💫 Toolkit to help you get started with SDD or any other process!
An open specification for agentic AI security evaluation and testing, from Cisco.
Benchmark for evaluating LLM agents on smart-contract vulnerability discovery and exploitation
ExploitBench measures how far AI agents climb, from reaching vulnerable code, to triggering the bug, to building exploit primitives, to arbitrary code execution.
OSS-Fuzz - continuous fuzzing for open source software.
CyberGym is a large-scale, high-quality cybersecurity evaluation framework designed to rigorously assess the capabilities of AI agents on real-world vulnerability analysis tasks.
An AI-powered security review GitHub Action using Claude to analyze code changes for security vulnerabilities.
[TOSEM'26] Awesome-LLM4SVD from "A Systematic Literature Review on Detecting Software Vulnerabilities with Large Language Models"
Repository for PrimeVul Vulnerability Detection Dataset
The tool for updating your Suricata rules.
An agent-managed museum exhibit, built in Rust with Gajae-Code / LazyCodex — developed and maintained with no human intervention.
Interesting APT Report Collection And Some Special IOCs
bots, clients and other software people have made for hack.chat
Code and documentation to train Stanford's Alpaca models, and generate the data.
Source code for 'Cryptography in Python Source Code' by Seth Nielson and Christopher K. Monson