Tools

atsukisato/pgm-attack

Research code for poisoning attacks on the PGM-index, demonstrating how to craft adversarial data to degrade learned index performance.

alphawarheads/watermark_spoofing

Research code and dataset (WSD) for evaluating audio watermarking impact on anti-spoofing, using wav2vec2 XLS-R and knowledge-preserving learning.

renweimeng/vlun-agent-x

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

trustedsec/ts_llmlib

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

yumlembam/insider-threat

Graph-based insider threat detection using GCN-BiLSTM and attention models on CMU CERT datasets. Includes data preprocessing, feature extraction, and…

quevatech/challenge_repo

Structured challenge repository offering bounties for breaking a neural-network-based random number generator validated against NIST SP 800-22 and SP…

wsu-cyber-security-lab-ai/clipguard

Adversarial image perturbation tool that uses SAM segmentation and CLIP models to evade AI-based scam image classifiers for security research.

sastraadiwiguna-purpleeliteteaming/ddos-purple-teaming-offensive-multi-vector-7-tier-defensive-holistic-blueprint-

Replicable Blueprint for advanced DDoS Purple Teaming, engineered for the threat landscape. It integrates a Red Elite Teaming offensive…

kreotic/sentrygrid

ML-driven threat detection and continuous monitoring platform built for federal zero trust architectures.

xrazymee/ragsieve

Self-referenced local contrast for knowledge-poison detection in retrieval-augmented generation

mannansainicyber/url_checker

Hybrid ML and heuristic-based URL phishing detector with real-time analysis, explainable confidence scores, and REST API for programmatic security…

cyhe50/cve-2025-32434-poc

Proof-of-concept exploit for CVE-2025-32434, a pickle deserialization vulnerability in PyTorch's weights_only mode, demonstrating malicious tar file…

mcastens/alycon-threat-landscape

Training-free anomaly detection framework using Shannon Entropy, Fisher Information, and Wasserstein Distance to map system states into geometrically…

joidiego/detection-struts-cve-2017-5638-detector

Real-time anomaly detection system for Apache Struts CVE-2017-5638 exploit using streaming analytics, 3-gram byte analysis, and Count-Min Sketch.…

xiaoyan-lisa/defenses-for-tool-integrated-llm

Research code and experiments for defending tool-integrated LLM agents against adversarial attacks, extending Agent Security Bench with new defense…

hh-hunter/ml-cve-2023-1177

Machine learning-based exploit for CVE-2023-1177 vulnerability, enabling automated security testing and exploitation of the identified flaw.

protectai/rebuff

Multi-layered prompt injection detector for AI applications using heuristics, LLM-based analysis, vectorDB attack signatures, and canary token leak…