
DeepGuard
Code for ACL 2026 (main) paper "DeepGuard: Secure Code Generation via Multi-Layer Semantic Aggregation"

Code for ACL 2026 (main) paper "DeepGuard: Secure Code Generation via Multi-Layer Semantic Aggregation"

Ethical, network-isolated Docker lab reproducing CVE-2026-26030 — Semantic Kernel in-memory vector store filter eval() RCE (patched in 1.39.4)

Scan a repo's .claude/ config (settings.json hooks, MCP servers, env, allowed-tools) for the RCE & API-key-exfiltration footguns (CVE-2025-59536,…

TP Seguridad Informática UTN FRBA 2021

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

Black-box test whether an LLM chatbot is vulnerable to markdown/HTML exfil (CVE-2025-32711 class). Spins up a sink, sends payloads, renders in…

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

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

Technical analysis of the LangChain serialization injection vulnerability CVE-2025-68664.

AI-Powered Active Directory Attack Path Analysis with BloodHound - By Ayi NEDJIMI https://ayinedjimi-consultants.fr

KLAIOS is a hybrid security environment that merges Kali Linux’s offensive toolkit with hardened, VPN-bunker-style isolation—enhanced by modern AI…

Artefacts for blog post on finding CVE-2025-37899 with o3


AI Code Security — four agents that catch what SAST misses in AI-generated code. Built on GitLab Duo Agent Platform.

vllm-project vllm version 0.5.2.2 is vulnerable to Denial of Service attacks.

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

AI-powered bug bounty hunting toolkit that works with or without subscription.