🚀 Project Roadmap & Implementation Tracker

[jacobdcook]

🚀 Project Roadmap: Network Traffic Behavioral Analyzer

This issue tracks the development of the Network Behavior Analyzer tool.

Objectives:

• Packet Capture: Use scapy or pyshark to capture traffic or read PCAP files.
• Feature Extraction: Extract key metrics like flow duration, packet size distribution, and connection frequency.
• Anomaly Detection:
  • Identify potential C2 beaconing.
  • Detect potential data exfiltration.
• AI-Powered Analysis: LLM integration to summarize suspicious traffic flows.
• Visualization: Dashboard to visualize traffic spikes and geographical origins.

Portfolio Value:

This project demonstrates deep understanding of network protocols and custom threat detection logic, essential for a SOC Analyst role.