
nfstream
NFStream: a Flexible Network Data Analysis Framework.

NFStream: a Flexible Network Data Analysis Framework.

Detection of rootkit file hiding activities through analysis of shifts in kernel function execution times.

Lightweight Python-based IDS that monitors network traffic in real-time using Scapy, detecting DoS/DDoS attacks via per-IP request rate analysis with…

A lightweight, real-time Security Information and Event Management (SIEM) dashboard built using Streamlit. It collects system logs, detects USB and…

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

Microsoft Threat Intelligence Security Tools

LSTM-based classifier for detecting domain generation algorithm (DGA) domains, with Keras implementations of neural network and bigram models for DNS…


A deep learning toolkit for log-based anomaly detection


First iteration of ML based Feedback WAF

DGA-generated domain detection using deep learning models

A host-based IDS and network monitoring system (My graduation project)

My experiments in weaponizing ONOS applications (https://github.com/opennetworkinglab/onos)

Framework for implementing Network Intrusion Detection Systems (NIDS) aimed at identifying anomalies in network flows using Federated Learning models.

Detects phi-structured C2 beacons that evade RITA and standard regularity-based detectors

Advanced detection of port scanning, DoS and malware attacks using Machine Learning techniques
