#1LLM security, prompt injection, model extraction, adversarial AI, and AI red teaming tools.
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Analyzes LLM internal states and 100+ attention/probability features to train classifiers that detect document poisoning attacks in RAG systems.
This technical research and review is for educational purposes on public code and constitutes Fair Dealing under the Copyright Act (Canada).

Research and analysis of the ServiceNow Virtual Agent vulnerability (CVE-2025-12420), including attack flow, MITRE ATT&CK mapping, detection…

Detailed security advisory for CVE-2025-492025, documenting a UI misrepresentation vulnerability in Copilot AI that injects unintended hyperlinks…

Docker Compose lab reproducing CVE-2026-33626 SSRF in LMDeploy's vision-language image loader. Compares vulnerable (0.12.0) and patched (0.12.3)…

A lightweight mcp to prevent poisoning CVE (CVE-2025-54136), researchers hijacking Claude Code/Copilot/Gemini via prompt injection, and hundreds of…

Professional PoC for CVE-2025-59536 and related CVEs. Demonstrates an MCP Tool Confirmation Prompt Misrepresentation in Anthropic Claude_Code leading…

CVE-2025-31337 Security Advisory - Critical Buffer Overflow in AI Chatbot Framework

AI-powered peer review for Pentest findings or Bug Bounty Reports — validates severity, evidence, and reporting quality before delivery using…

My manifesto, and stories, images, and phun stuff

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

A technical case study and timeline dataset documenting Google Gemini 2.5 Pro's safety alignment policies, guardrails, and refusal behavior evolution…

vulnerability in CVE 2025-9998 and solution for those vulnerability with help artificial intelligence

Read-only scanner for git settings that let a repository run code in coding agents (Claude Code, Codex, Cursor, Copilot). Covers the GitSpawn class…

Your agent is a security risk, so treat it like one. yoloAI does AI agent sandboxing right.

Technical Details and Exploit for CVE-2024-11394