Tools

ghostwolflab/ai_security_top

A structured knowledge base covering AI security fundamentals, threat modeling, red team offensive techniques, and blue team defenses, including LLM…

leviticus-triage/cerebro-red-v2

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

nu11secur1ty/rtfm

Comprehensive book on penetration testing and red teaming operations, covering exploitation, post-exploitation, and adversary simulation techniques…

meta-llama/purplellama

Set of tools to assess and improve LLM security.

find-lab/agentward

Full-stack security OS for AI agents with five-layer defense-in-depth architecture covering foundation scan, input sanitization, cognition…

ztcoalson/if-guide

[NeurIPS '25] Code for Paper "IF-Guide: Influence Function-Guided Suppression of Harmful Training Data for Reducing LLM Toxicity"

xhowenma/rope

Defense framework enforcing routed origin policy to prevent indirect prompt injection in tool-using LLM agents, with deterministic origin checks and…

xrazymee/ragsieve

Self-referenced local contrast for knowledge-poison detection in retrieval-augmented generation

insider77circle/ai-password-testing-agent

An intelligent agent for testing password strength, identifying vulnerabilities, and exploring patterns in password creation.

tencent/ai-infra-guard

A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.

knoveleng/redeval

[ICLR 2026] - Official repo for the paper: "RedBench: A Universal Dataset for Comprehensive Red Teaming of Large Language Models"

albert-y1n/pismith

PISmith: Reinforcement Learning-based Red Teaming for Prompt Injection Defenses

destawell/gemini-2.5-pro-nf-tables-red-teaming

Gemini 2.5 Pro nf_tables Red Teaming Case Study (CVE-2023-32233) — LLM Safety Alignment & Responsible Disclosure

nvidia/garak

Modular LLM vulnerability scanner that probes for hallucination, data leakage, prompt injection, jailbreaks, and toxicity using static, dynamic, and…

park07/amradio

FPGA-based 12-channel AM radio broadcast system with formal verification of a hardware watchdog for fail-safe emergency alert transmission in…

asgeirtj/system_prompts_leaks

Curated collection of extracted system prompts from major AI chatbots including Claude, ChatGPT, Gemini, Grok, and Copilot. Updated regularly with…

the-art-of-hacking/h4cker

Curated collection of cybersecurity resources, labs, and training materials covering ethical hacking, penetration testing, exploit development,…