#1LLM security, prompt injection, model extraction, adversarial AI, and AI red teaming tools.
Kitploit recommended

Benchmarking framework for evaluating computer-use AI agents against multi-step indirect prompt injection, with automatic adversarial goal…
Analyzes LLM internal states and 100+ attention/probability features to train classifiers that detect document poisoning attacks in RAG systems.

Embed multiple secret messages in LLM chat token choices using arithmetic/Discop steganographic coders, with bit-exact decoding and steganalysis…

Redefining vulnerability disclosure in the AI era. We mass-produce exploitable 0days and disclose them directly, using event-driven pressure to…

Pre-launch security checklist for AI-generated apps (Lovable, v0, Bolt, Cursor). 69 checks covering Supabase RLS, exposed keys, and prompt injection.…

A list of useful Powershell scripts with 100% AV bypass (At the time of publication).

Purple Team Exercise Framework

A collection of real-world threat model examples across various technologies, providing practical insights into identifying and mitigating security…

A curated knowledge base to build, run and mature a SOC (including CSIRT).

Delving into the Realm of LLM Security: An Exploration of Offensive and Defensive Tools, Unveiling Their Present Capabilities.

LLM powered fuzzing via OSS-Fuzz.

Damn Vulnerable MCP Server

AI Red Teaming playground labs to run AI Red Teaming trainings including infrastructure.

Bypass restricted and censored content on AI chat prompts 😈

Production AI defense with 7-layer protection: mathematical constraints, object-capability access, distributed O2 consensus, SVETILO ethics. First…

Proof-of-concept for CVE-2026-23001: demonstrates RCE through unsafe pickle deserialization in Hugging Face Transformers by crafting a malicious…

All the materials for Gareth Heyes' Black Hat talk: CSS: the bomb inside your inbox.

The independent security agent for AI-written software. Finds issues, investigates whether they are real, and shows you the evidence. Deterministic…