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A package for capturing and analyzing network flow data and intraflow data, for network research, forensics, and security monitoring.

A package for capturing and analyzing network flow data and intraflow data, for network research, forensics, and security monitoring.

Embedded GRU neural network for real-time human behavior verification via mouse movement analysis, detecting automated analysis systems, sandboxes,…

Linux system-call monitor using ptrace to trace file, process, network, and memory activity, with namespace isolation and machine learning…


ESPectre - Motion detection system based on Wi-Fi spectre analysis (CSI), with Home Assistant integration.

Dynamic and static analysis with Real Time Malware Analysis with Antivirus for Windows, including open-source XDR (3 EDR projects), ClamAV, YARA-X,…

Open source entropy based invalid traffic detection and pre-bid filtering.

First iteration of ML based Feedback WAF

Blazing-Fast Token-Efficient Intrusion Detection System (IDS) based on TypeSafe's Jev.

AutoPentest-DRL: Automated Penetration Testing Using Deep Reinforcement Learning

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

Runtime Application Self Protection for Python web servers, serverless functions and MCP servers, detecting attacks, prompt injection and data leaks…

Reverse Shell Detection with Machine Learning

Practical black-box adversarial packet generation against encrypted traffic classification with minimal overhead and full packet recoverability.

This repository provides an in-depth analysis of the Log4Shell vulnerability (CVE-2021-44228) and implements a machine learning-based approach to…