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

AI-based, context-driven network device ranking

Streamlit-based insider threat detection prototype using XGBoost and Isolation Forest to analyze employee activity data, generate risk summaries, and…

This project (PoC for now, and part of Shit Bucket) involves face detection, face recognition and adversarial input to protect avatars

An Open Harness and Benchmark for AI in Cybersecurity Operations.

AI-curated blocklist of 3,000,000+ domains for blocking ads, trackers, malware, and cryptojacking. Integrates with hosts files, Pi-hole, and browser…

Curated reading list and taxonomy of attack and defense research for mobile on-device AI systems, covering adversarial, backdoor, model stealing, and…

Invisible Hyperlinks in Physical Photographs

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…

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