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

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

Detects LLM context-leakage attacks by training lightweight behavior probes on log-probabilities, with vLLM offline/server detection pipelines.

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

Runtime guard skill that detects and blocks malicious skill-induced attacks in skill-augmented agents, with an MCTS loop that evolves the guard…

Open-source security framework for real-time event tracking, threat detection, and risk scoring. Monitors user behavior, detects fraud, bot attacks,…

Client-side bot detection library with 28 weighted modules, behavioral analysis, browser fingerprinting, honeypots, and server-side verification.…

A real-time traffic monitoring tool that detects and displays network traffic volume per IP address to identify potential DDoS attacks.

Lightweight network intrusion detection engine capturing live traffic with libpcap. Detects SYN/ICMP floods, port scans, and signature-based web…

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

Digital forensics suite for DJI drones that parses telemetry files, extracts hidden data via steganography, visualizes flight paths, and detects…

Stop prompt injection attacks before they reach your LLM — zero API costs, runs entirely locally, integrates in 2 minutes. Prompt injection is the…

Multivariate statistical network monitoring sensor that detects anomalies using PCA-based techniques, aggregating lightweight statistics from…

Detects forged Kerberos tickets by dumping session and ticket data, scoring anomalies, and generating Windows event-log indicators for SIEM-based…

Detects NTLM relay attacks via PetitPotam exploit using Zeek, distinguishing successful and unsuccessful attempts by analyzing DCERPC return codes.

Anticipator is an open-source threat detection platform for multi-agent AI systems.

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

Network monitoring tool that maps process-to-network connections, identifies cloud providers, and detects beaconing activity

Real-time anomaly detection system for Apache Struts CVE-2017-5638 exploit using streaming analytics, 3-gram byte analysis, and Count-Min Sketch.…