Network packet sniffer and analyzer with ML classification, real-time GUI, and intrusion detection capabilities
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Updated
Jul 13, 2025 - Python
Network packet sniffer and analyzer with ML classification, real-time GUI, and intrusion detection capabilities
Machine learning-enhanced DNS tunneling detection system achieving 100% accuracy across multiple tunneling tools
A lightweight, high-performance host-based intrusion detection agent (HIDS) built in Go with real-time monitoring and HMAC-secured baselining.
AI-Powered Network Intrusion Detection System (NIDS) - An unsupervised ML approach to detecting DDoS attacks, port scans, and network anomalies using Isolation Forest.
UNSW-NB15 network traffic classification using a CART decision tree built from scratch. NumPy, no scikit-learn. Coursework companion to my SOC lab.
Real-time network intrusion detection system built in Python using Scapy. Detects port scanning, traffic spikes, and ICMP floods.
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