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

Fully automatic censorship removal for language models
PoC code from DEF CON 25 presentation

AI-based, context-driven network device ranking

Probabilistic Context Free Grammar (PCFG) password guess generator

Automated security analysis pipeline that runs CodeQL queries on GitHub repositories and uses LLMs to classify and filter true vulnerabilities from…

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

A deep learning toolkit for log-based anomaly detection

The repository that contains the algorithms for generating domain names, dictionaries of malicious domain names. Developed to research the…

A network packet forensics tool for SSH

0-day malware detection for binaries, source & scripts (that doesn't suck)

Hunting for passwords with deep learning

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

Static analysis of malicious Python code

A guided mutation-based fuzzer for ML-based Web Application Firewalls

Malware Mutation Using Reinforcement Learning and Generative Adversarial Networks

I replicated Ng's RYS method and found that duplicating 3 specific layers in Qwen2.5-32B boosts reasoning by 17% and duplicating layers 12-14 in…

LLM-agent-powered concolic execution engine that instruments source code, summarizes path constraints in natural language, and generates test cases…

Security scanner for AI/ML model files. Detects malicious code, backdoors, and vulnerabilities before deployment