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Intrusion detection : a machine learning approach /

This important book introduces the concept of intrusion detection, discusses various approaches for intrusion detection systems (IDS), and presents the architecture and implementation of IDS. It emphasizes on the prediction and learning algorithms for intrusion detection and highlights techniques fo...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Yu, Zhenwei
Otros Autores: Tsai, Jeffrey J.-P
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Singapore ; Hackensack, NJ : Imperial College Press ; Distributed by World Scientific Pub. Co., ©2011.
Colección:Series in electrical and computer engineering ; v. 3.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Introduction
  • Attacks and countermeasures in computer security
  • Machine learning methods
  • Intrusion detection system
  • Intrusion detection for wired network. Techniques for intrusion detection
  • Adaptive automatically tuning intrusion detection system
  • System prototype and performance evaluation
  • Intrusion detection for wireless sensor network. Attacks against wireless sensor network. Intrusion detection system for wireless sensor network. Attacks against wireless sensor network
  • Intrusion detection system for wireless sensor network
  • Conclusion and future research.