Tools

guardia-ai/gitlab-component

EU AI Act compliance scanner for GitLab CI/CD pipelines — detects AI/ML libraries and posts risk classification as MR comments.

jricramc/aigate

AI Prompt Secret Scanner: local proxy and Claude Code hook that blocks secrets before they reach AI APIs

bytepro-ai/bitcoder-v2-research

Research repository documenting LLM generalization ceilings in code security vulnerability detection, with cross-evaluation across synthetic and…

vinsontang1/dcvd

The code in "DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization"

oscerd/cve-2026-49042

PoC reproducer for CVE-2026-49042 (Apache Camel camel-langchain4j-tools): a prompt-injected LLM's tool-call arguments become unfiltered Exchange…

unknownhl/deepguard

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

shivang0/guardmodel

GitHub Action that scans ML model files for malicious code and security vulnerabilities

razi-interactive/claude-project-scanner

Read-only safety scanner for Claude Code projects. Catches CVE-2025-59536, statusLine injection, prompt injection, and more.

useaitechdad/openclaw-technical-analysis

This technical research and review is for educational purposes on public code and constitutes Fair Dealing under the Copyright Act (Canada).

centisgood/duo-agentflow-auditor

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

oksuzkayra/gaia

Attack surface discovery and AI-assisted triage for security researchers. Endpoint & parameter mapping with actionable testing hints.

makerchecker/makerchecker

Open-source security gateway & static scanner for AI agents. Enforce role-based access control (RBAC), human-in-the-loop approvals, segregation of…

zaydmulani09/sentrymcp

A static + runtime security scanner for MCP (Model Context Protocol) servers