
T-MAP
Trajectory-aware evolutionary search framework for red-teaming LLM agents over MCP servers, generating adversarial prompts to map vulnerability…

Trajectory-aware evolutionary search framework for red-teaming LLM agents over MCP servers, generating adversarial prompts to map vulnerability…

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

Specialized reasoning LLM for source-code vulnerability detection in C/C++ and Python, with dataset construction, SFT/DPO training, and…

The community's most comprehensive, continuously-updated index of research on Large Language Models for software vulnerability detection — papers…


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

CLPSTNet: A Progressive Multi-Scale Convolutional Steganography Model Integrating Curriculum Learning

A diagnostic framework for measuring LLM vulnerability to Affective Contextual Erosion (ACE) and related liminal attack vectors. **Delirium** is not…

AI Smart Contract Security Analysis and PoC Generation Framework

Evaluation framework for AI penetration testing agents that measures validated vulnerability discovery using LLM-based semantic matching, bipartite…

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

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

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

Python library for local LLM-powered security analysis with Ghidra binary analysis, C/C++ vulnerability scanning, and MCP tool integration for…

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

This repository provides an in-depth analysis of the Log4Shell vulnerability (CVE-2021-44228) and implements a machine learning-based approach to…

Curated systematic literature review of 756+ papers on LLM applications in cybersecurity, covering threat intelligence, vulnerability detection,…

Self-hosted multi-agent environment for Go with LLM-powered pentesting agents (exploiter, reverser, threathunter, webscanner) that automate…