
NeuPerm
Zero-retraining sanitization that reorders permutation-equivalent neural network units to destroy malware embedded via weight-steganography attacks…

Zero-retraining sanitization that reorders permutation-equivalent neural network units to destroy malware embedded via weight-steganography attacks…
A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets an LLM agent drive analysis end…

LLM-agent-powered concolic execution engine that instruments source code, summarizes path constraints in natural language, and generates test cases…

EmailXpose is an open source AI-powered email security system that detects phishing, spam, scams, malware, and social engineering attacks. It goes…

Security scanner for AI agents, MCP servers and agent skills.

AI-driven vulnerability discovery and live validation

End-to-end security audit framework for LLM agents: static AST and taint modeling, attack synthesis, Docker sandbox replay, and deterministic verdict…

Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and…

Skills for threat modeling, scanning, triage, patching, plus an autonomous scanning harness you can /customize

Security Scanner for Agent Skills

OpenAnt from Knostic is the leading open source LLM-based vulnerability discovery product, helping defenders proactively find verified security flaws…

Autonomous AI pentesting agents — real-time reconnaissance, vulnerability detection, and exploitation orchestration. Go + TypeScript.

Autonomous white-hat security auditor for AI-driven code review, bug bounty research, exploit construction, and execution-grounded verification.

An LLM-driven fuzzing pipeline powered by the GitHub Security Lab Taskflow Agent

Fix-Like Artifacts With Embedded Defects

A benchmark for LLM-driven bug discovery: 77 challenges across 43 open-source projects (C/C++/Java).

CEREBRO-RED v2: Advanced LLM Red Team Research Platform with PAIR Algorithm and LLM-as-a-Judge Evaluation

Open-source, 100% reproducible AI Agent Runtime Security Benchmark & Sandbox Environment (RFC-010 Draft Protocol).