#1ML-based security tools, adversarial machine learning, and AI-powered cyber defense.
Kitploit recommended

Defensive framework that maintains a safety-focused shadow memory to detect and block prompt-injection and long-horizon threats against LLM agents…

Benchmarking prompt injection detections for web agents.

Black-box input-stage purification defense that neutralizes backdoor attacks on object detectors via corruption, diffusion reconstruction, and DBSCAN…

Experiments for control-token chain-of-thought suppression and parser-leniency attacks on tool-using LLM agents

Measuring Open Privilege in Agent Defenses

Proof-of-concept that poisons MLflow registered models via the REST API, embedding a malicious pickle to trigger RCE when the model is loaded.

finance domain specific red-teaming benchmark evaluation rubric

Privacy testing library for deep learning systems, enabling assessment of susceptibility to membership inference, model extraction, and model…

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

End-to-end Python framework for time series intelligence, offering anomaly detection, forecasting, change point detection, AutoML, ensembles, and…

This project contains the source code for the CERT Basic Fuzzing Framework (BFF) and the CERT Failure Observation Engine (FOE).

3D Passive Face Liveness Detection (Anti-Spoofing) & Deepfake detection. A single image is needed to compute liveness score. 99,67% accuracy on our…