Detect bots, vision AI agents, and headless browsers through 40+ behavioral signals and SHA-256 proof of work. Self-hosted, privacy-first, and fully open source.

Autonomous open-source security agent for Linux (Apache-2.0). 40 eBPF hooks, 49 detectors, 47 correlation rules, 65 MITRE ATT&CK techniques, AI triage, behavioral DNA cross-IP tracking, mesh defense.

The Personality Illusion: Revealing Dissociation Between Self-Reports & Behavior in LLMs.

DARPA's Cyber Assured Systems Engineering (CASE) project named Verification Evidence and Resilient Design in Anticipation of Cybersecurity Threats (VERDICT)

Privacy-first behavioral intelligence framework for multi-platform analysis and sociodynamic research.

ExpertFingerprinting: Behavioral Pattern Analysis and Specialization Mapping of Experts in GPT-OSS-20B's Mixture-of-Experts Architecture

A complete machine-learning system that predicts AI assistant user satisfaction using behavioral signals such as device, usage category, time features, session metrics, and model metadata. Includes full ML pipeline, SHAP explainability, evaluation suite, and an interactive Streamlit analytics dashboard.

FG 2024 Papers: Explore a comprehensive collection of research papers presented at one of the premier conferences on automatic face and gesture recognition. Seamlessly integrate code implementations for better understanding. ⭐ Experience the cutting edge of progress in facial analysis, gesture recognition, and biometrics with this repository!

Simple vispy-based frame-by-frame behavior annotation GUI. Also can display DeepLabCut poses within videos during annotation.

Berry Sentinel v5.0 — Advanced behavioral C2 and reverse shell detector for Linux/Windows/Unix systems. Features real-time connection analysis, heuristic scoring, C2 framework signature detection, beacon interval analysis, and an interactive curses-based TUI with process kill engine.

Behavioral Signals SDK - REST and Streaming APIs for Behavioral Processing and Deepfake Detection

A tool to check the reliability and to make some analysis of data from Live Mouse Tracker (LMT) experiments.

PoseModel: An Open-Source Toolkit for Accurate and Robust Automated Behavioral Latent Embedding

CloudIDEaaS WAF is a Web Application Firewall product that supports the industry standard OWASP ruleset. It is A.I. and configuration-driven, cloud native, and extensible. It is community open-sourced, supports IP and GEO fencing, and can support reverse proxy cloud, on-premise, in process, or appliance.

Open Threat Classification (OTC) — 10 threat patterns for AI agent skills, MCP servers, and plugins. CC-BY-4.0.

Efficient pre-processing, cleaning, and visualization of Ecological Momentary Assessment (EMA) survey data in R to enable high-quality, real-time behavioral insights. [DOI: 10.5281/zenodo.17982075]

Behavioral Fingerprinting-Augmented Embedded IDS on Raspberry Pi 4 + ESP32. Detects zero-day attacks by learning per-device traffic profiles using Isolation Forest; no signatures needed. Features distributed MQTT nodes, real-time Flask dashboard, iptables auto-blocking, and GPIO alerts.

An app to assist with field behavioral analysis

Malware sandbox for automated PE/ELF analysis with EDR integration and behavioral monitoring. Open-source alternative to CAPE sandbox.