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botnet-detection

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This Python script provides a sophisticated botnet detection system that leverages signature-based detection, machine learning algorithms, behavioral analysis, and traffic profiling to identify potential botnet activity in real-time. It also includes advanced alerting capabilities and integration with IP reputation services and SIEM for DETECTION!

  • Updated Jul 14, 2024
  • Python

Smart Shield: AI-Powered Real-Time Threat Intelligence System is an advanced cybersecurity solution designed to detect and prevent botnet attacks using Machine Learning techniques. The system analyzes network traffic data in real time and identifies malicious patterns with high accuracy.

  • Updated Apr 22, 2026
  • Python

Master's Thesis: Privacy-preserving botnet detection using federated learning with PyTorch and PySyft. Analyzes network traffic patterns across distributed nodes without centralizing sensitive data. Research conducted at Kennesaw State University CCSE Data Science Lab.

  • Updated Feb 9, 2021
  • Python

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