
VulTriage
The code of VulTriage: Triple-Path Context Augmentation for LLM-Based Vulnerability Detection

The code of VulTriage: Triple-Path Context Augmentation for LLM-Based Vulnerability Detection

CVE-2026-67598 — Emlog Pro: disabled TLS certificate validation in AI assistant (MITM → API-key theft). CWE-295, CVSS 9.1. Reported by @IlhomjonR.

Silent dependency injection through AI documentation pipelines. 240 isolated Docker runs proving Context Hub's zero-sanitization MCP server lets…

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

A testing framework to identify and demonstrate deserialization vulnerabilities in LangChain Core (<0.3.81). Educational use only

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

Two-stage prompt-injection and jailbreak detector: regex gates plus a quantised DeBERTa-v3 ONNX classifier, with image, document, and audio support.…

An Evaluation Agent for Detecting Misinformation and Knowledge Poisoning in Retrieval-Augmented Generation Systems.

Ensemble framework for software vulnerability detection and repair using multiple large language models, with consensus analysis and evaluation tools…

AngularJS 1.x -> Angular 18 migration guidance for GitHub Copilot. Source-of-truth repo for…

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

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

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

VulnAgent-X: A Layered Agentic Framework for Repository-Level Vulnerability Detection

Anticipator is an open-source threat detection platform for multi-agent AI systems.

Detailed technical analysis of CVE-2024-5452, a remote code execution vulnerability in PyTorch Lightning via DeepDiff delta property pollution, with…