
ntopng
Web-based Traffic and Cybersecurity Network Traffic Monitoring

Web-based Traffic and Cybersecurity Network Traffic Monitoring

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

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

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

eBPF-based Linux rootkit detector using multi-channel cross-view analysis (sched_switch, NMI, /proc) to detect DKOM, tracepoint tampering, and…

Automatic extraction of relevant features from time series:

Reverse Shell Detection with Machine Learning

Streamlit-based insider threat detection prototype using XGBoost and Isolation Forest to analyze employee activity data, generate risk summaries, and…

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 Zeek based Mitre Caldera detector.

A Zeek based AsyncRAT malware detector.

Graph-based insider threat detection using GCN-BiLSTM and attention models on CMU CERT datasets. Includes data preprocessing, feature extraction, and…

A Zeek OSPF packet analyzer based on Spicy.

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

A machine learning toolkit for log-based anomaly detection [ISSRE'16]

First iteration of ML based Feedback WAF

ETW based POC to identify direct and indirect syscalls

A deep learning toolkit for log-based anomaly detection