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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

MARC

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245 1 0 |a Intrusion detection :  |b a machine learning approach /  |c Zhenwei Yu, Jeffrey J.P. Tsai. 
260 |a London :  |b Imperial College Press ;  |a Singapore ;  |a Hackensack, NJ :  |b Distributed by World Scientific Pub. Co.,  |c ©2011. 
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504 |a Includes bibliographical references (pages 159-167) and index. 
505 0 |a 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. 
588 0 |a Print version record. 
520 |a 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 for intrusion detection of wired computer networks and wireless sensor networks. The performance comparison of various IDS via simulation will also be included. 
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700 1 |a Tsai, Jeffrey J.-P. 
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