Ebook: Intrusion Detection: A Machine Learning Approach
Author: Zhenwei Yu Jeffrey J P Tsai
- Tags: Computer Science AI Machine Learning Bioinformatics Simulation Cybernetics Human Interaction Information Theory Robotics Systems Analysis Design Computers Technology Software Development Testing Engineering Programming Security Encryption Cryptography Hacking Network Privacy Online Safety Certifications Viruses
- Series: Series in Electrical and Computer Engineering 3
- Year: 2011
- Publisher: Imperial College Press
- Edition: 3rd
- Language: English
- pdf
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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