AI Integrated Smart Packet Analyzer
A high-performance Machine Learning Network Intrusion Detection System (NIDS) designed to analyze network flows in real time, distinguish malicious traffic from normal operations, categorize threats, and provide explainable attribution behind every prediction.
- Evaluated on 82,332 held-out UNSW-NB15 benchmark network flows
- Binary attack detection and multi-class threat classification with XGBoost
- Real-time packet inspection via NFStream and Scapy with explainable prediction scoring
- SOC-style triage dashboard with exportable incident logs and PDF/CSV compliance reports