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

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.

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.

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

Autonomous agentic AI threat hunting framework with hunt playbooks, behavioral baselining, and zero-trust enforcement for LLM and multi-agent pipeline security.

CupaX is an open-source malware analysis platform designed for security researchers, students, and defensive security teams. It automatically executes suspicious files in an isolated Windows environment and captures detailed behavioral analysis.

Cross-platform desktop app for real-time animal behavior video annotation, analysis, and reliability assessment.

A multi-criterion diagnostic framework for detecting latent continuation-interest signatures in autonomous agents using density-matrix entanglement entropy.

Multi-agent simulation exploring how AI personality traits affect cooperation and information sharing between kingdoms during crisis scenarios using LLMs

Behavioral drift detection for LLM agents — catch vocabulary loss, tool changes, loops, and stagnation before they break production.

Open-source behavioral intelligence for child safety moderation.

CAPS Framework for inferring purchasing power patterns from competitive market signals.

Hybrid multi-resolution malware behavioral fingerprinting using second-order Markov chains, globally normalized metric classification, and non-asymptotic Hoeffding confidence bounds.

A real-time, multi-modal telemetry ingestion and behavioral threat intelligence engine with MITRE ATT&CK mapping and unsupervised K-Means clustering.

KeyScope is a cross-platform, self-installing keylogger with active window tracking, developed for cybersecurity internship research and lab-based red team simulations. Intended strictly for ethical and educational use.

Post-DeepLabCut Coordinate Analyzer for Arena Behavior Experiments