AI Integrated Smart Packet Analyzer
Real-time ML Network Intrusion Detection System (NIDS) built to analyze live network flows.
Classifies malicious traffic and provides 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