Intrusion Detection: A Machine Learning Approach

Jeffrey J P Tsai, Zhenwei Yu (Autoren)

Buch | Hardcover

184 Seiten

2011 | 3rd ed.
Imperial College Press (Verlag)
978-1-84816-447-5 (ISBN)

Infos

Introduces the concept of intrusion detection, discusses various approaches for intrusion detection systems (IDS), and presents the architecture and implementation of IDS. This title also includes the performance comparison of various IDS via simulation.

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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.

Inhalt

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.

Produkt-Details

• Reihe/Serie: Series in Electrical and Computer Engineering ; 3
• Verlagsort: London
• Sprache: englisch
• Themenwelt: Informatik ► Netzwerke ► Sicherheit / Firewall
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• ISBN-10: 1-84816-447-5 / 1848164475
• ISBN-13: 978-1-84816-447-5 / 9781848164475
• Zustand: Neuware