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

Implements machine and deep learning methods for indoor UWB jammer localization, including hyperparameter optimization, classification, and…

An automated, high-precision zero-shot evaluation pipeline for OpenAI's CLIP model on CIFAR-10. Features 88.80% accuracy, Safetensors security…

Simulates CVE-2024-38063 TCP/IP remote code execution attack, captures network traffic with TShark, and trains a machine learning model to detect…

Research runtime for differentiable neural computers, GPU-based CPU emulation, and program synthesis. Features neural ALU, constant-time crypto, JEPA…

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…

An Open Harness and Benchmark for AI in Cybersecurity Operations.

Runtime behavioral analysis tool that sandboxes suspicious packages in Docker, traces syscalls with strace, maps process cascades into directed…

SANS Hunting on the Cheap

Cyber Threat Defense World Modeling

PISmith: Reinforcement Learning-based Red Teaming for Prompt Injection Defenses

Code for 'Steering the CensorShip: Uncovering Representation Vectors for LLM "Thought" Control'

A next-generation multi-echelon anti-ransomware fortress for Windows, combining hypervisor, eBPF, AI deception, and hardware-enforced security.

A novel adversarial attack on LLM based on the Exponentiated Gradient Descent technique.

Research repository documenting LLM generalization ceilings in code security vulnerability detection, with cross-evaluation across synthetic and…

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

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in…

reverse of openai privacy filter. same 1.5b model, returns pii as structured spans instead of masking

A Ghidra plugin for locating object file boundaries.