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

Malware detection using learning and information retrieval for Android
Adaptive two-stage Layer 4 DDoS mitigation gateway using behavioral traffic analysis, Random Forest classification, and kernel-level ipset/iptables…

Programmable guardrails for LLM chat apps: enforce input/output rails, block jailbreaks and prompt injections, detect hallucination, and mask…

DNS Proxy that is simple and fast with not so simple features. Focused on routed DNS forwarding, filtering and parental control.

A privacy-first app that strips AI watermarks from content you own.

Open Source Deep Packet Inspection Software Toolkit

Curated list of backdoor learning papers, surveys, and toolboxes, organizing poisoning-based attacks and defenses in deep learning for researchers…

Open-weight LLMs and training/evaluation code for defending against prompt injection attacks, with benchmarks for agentic tool-calling and…

Curated index of deep learning latency, energy-latency & timing (availability) attacks and defenses — companion to the ACM Computing Surveys…

Research implementation of an LLM jailbreak agent that bypasses commercial model guardrails using harmless prompt weaving and adaptive tree search.

🐢 Open-Source Evaluation & Testing library for LLM Agents

An AI-powered Personal Identifiable Information (PII) scanner.

Framework for auditing machine learning algorithms against adversarial attacks and biases, providing educational tools and an academic paper to…


AST-based Static Code Analyzer with Agentic LLM-Powered Relationship Mapping to discover Python RCE paths and deep deserialization chains on AI, LLM,…

Red-teaming benchmark and black-box attack framework for evaluating visual misinformation risks in commercial image generators, with 10k false-claim…

This repository includes the source code used in the "Characterization and Detection of Cross-Router Covert Channels" paper.

Benchmark harness measuring where prompt injection defenses fire in tool-using LLM agent pipelines, tracking canary tokens across exposed, persisted,…