Description

Book Synopsis
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.

Table of Contents
Intrusion Detection Model; Problem and Challenges; System Architecture; Labeling Tools; Detection Model; Predication Model and Learning Algorithm; Model Tuning Algorithm; Fuzzy IDS Systems; Dual-Adaptive Intrusion Detection Model; Intrusion Detection of Wireless Sensor Networks; Performance Evaluation.

Intrusion Detection: A Machine Learning Approach

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    RRP £91.00 – you save £4.55 (5%)

    Order before 4pm tomorrow for delivery by Fri 19 Jun 2026.

    A Hardback by Jeffrey J P Tsai, Zhenwei Yu

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      View other formats and editions of Intrusion Detection: A Machine Learning Approach by Jeffrey J P Tsai

      Publisher: Imperial College Press
      Publication Date: 04/01/2011
      ISBN13: 9781848164475, 978-1848164475
      ISBN10: 1848164475

      Description

      Book Synopsis
      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.

      Table of Contents
      Intrusion Detection Model; Problem and Challenges; System Architecture; Labeling Tools; Detection Model; Predication Model and Learning Algorithm; Model Tuning Algorithm; Fuzzy IDS Systems; Dual-Adaptive Intrusion Detection Model; Intrusion Detection of Wireless Sensor Networks; Performance Evaluation.

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