
worldmonitor
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational…

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational…

Adaptive two-stage Layer 4 DDoS mitigation gateway using behavioral traffic analysis, Random Forest classification, and kernel-level ipset/iptables…

This repository includes the source code used in the "Characterization and Detection of Cross-Router Covert Channels" paper.

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

Open Source Deep Packet Inspection Software Toolkit

The Python Code Tutorials

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

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

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

Research code for red-teaming AI auto-mode monitors, including simulation evals, fuzzing, and monitor implementations for Claude Code and Codex…

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

Causal context attribution and rule-based monitor LLM defense against indirect prompt injection in LLM agents, achieving state-of-art performance on…

ML-driven threat detection and continuous monitoring platform built for federal zero trust architectures.

DGA Domain Detection using Bigram Frequency Analysis

An alignment auditing agent capable of quickly exploring alignment hypothesis

Detects unknown jailbreak attacks in large vision-language models using hidden state analysis and autoencoders, with training and evaluation…

Algorithms for outlier, adversarial and drift detection

Experiments for control-token chain-of-thought suppression and parser-leniency attacks on tool-using LLM agents