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

Evades LLM text watermarks by injecting Unicode variation selectors; includes the SynthID generator, mean-g detector, normalization defenses, and…
Research-only AI watermark robustness toolkit: local reverse proxy strips C2PA/EXIF/XMP, Unicode, image/audio stego, OOXML/PDF metadata, and scans…

CVE-2026-73678 — MindsDB Minds Platform unauthenticated RCE via scratchpad exec (CVSS 10.0). Verified end-to-end with real LLM

OpenMed < 1.5.2 unauthenticated RCE via PII privacy-filter model loading and trust_remote_code=True

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

A privacy-first app that strips AI watermarks from content you own.

Cybersecurity writeups, walkthroughs, and technical notes by Nanashi Bx2.

A curated collection of resources for learning and researching LLM prompt injection attacks, defenses, and security.

AISA-Scanner is an AI-powered autonomous vulnerability scanner that maps CVEs to metasploit exploits, MITRE, CEH, and SANS, delivering intelligent,…

This repository contains the complete record of my three-year research journey, covering the project from foundational concepts to advanced-level…

Ghostsplice repository: PoC for Cross-Channel Trust Fragmentation Attack

Open-source AI-powered Security Operations Center — alert fusion, purple-team drills, agent-assisted triage, MITRE ATT&CK investigation.…

Code for paper "ActBench: Self-Evolving Benchmark of Behavioral Safety in Cowork Agents"

A font-based deception tool for red teaming, security research, and whatever else.

Runtime security gateway for AI agents: cryptographically attests tool calls, enforces policies, sandboxes execution, and logs tamper-evident audit…

Docker Container Escape POC via mlx-metal importlib

Docker Model Runner container-to-host RCE / Escape: A critical vulnerability that allows for container-to-host code execution in the Docker Model…

CVE-2026-20685 - Draft or TODO