
maltrail
Real-time malicious traffic detection system using public blacklists, static malware trails, and heuristic analysis to identify threats across DNS,…

Real-time malicious traffic detection system using public blacklists, static malware trails, and heuristic analysis to identify threats across DNS,…

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

PowerShell script that monitors Windows DNS traffic via pktmon to detect poisoning, spoofing, rogue resolver responses, and gateway MAC changes,…

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

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

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

An Evaluation Agent for Detecting Misinformation and Knowledge Poisoning in Retrieval-Augmented Generation Systems.

Automated cloud security auditing tool that detects AK/SK credential misuse by periodically auditing cloud platform logs using anomaly detection,…

Multi-layered prompt injection detector for AI applications using heuristics, LLM-based analysis, vectorDB attack signatures, and canary token leak…

Simulation code and results for a private, verifiable, Byzantine-robust federated intrusion detection protocol using secret sharing, Merkle audits…

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

An event-driven network monitoring platform that performs live packet capture (Npcap), low-latency traffic analytics, and unsupervised threat…

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

A modular, skill-based autonomous Security Operations Center (SOC) agent that monitors OpenSearch/Elasticsearch data, builds RAG-based behavioral…

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

Deep Learning models for network traffic classification

Collection of KQL queries