Columbina — AI-Powered EDR System
About This Project
Columbina is an advanced AI-powered Endpoint Detection and Response (EDR) system designed to provide real-time threat detection and automated incident response. Built with cutting-edge machine learning techniques, it analyzes endpoint behavior to identify and neutralize threats before they escalate.
Key features include:
- Real-Time Threat Detection — ML-driven behavioral analysis identifies malicious activity as it happens
- Automated Incident Response — Predefined playbooks and AI-driven decision making for rapid containment
- Anomaly Detection — Advanced algorithms detect deviations from baseline endpoint behavior
- Forensic Analysis — Comprehensive logging and traceability for post-incident investigation
- Scalable Architecture — Designed to protect endpoints across distributed environments
Technology Stack
Columbina combines modern security frameworks with machine learning pipelines to deliver a robust EDR solution capable of defending against both known and zero-day threats.