Intrusion detection : a machine learning approach
著者
書誌事項
Intrusion detection : a machine learning approach
（Series in electrical and computer engineering, v. 3）
Imperial College Press , World Scientific [distributor], c2011
- : hardcover
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注記
Includes bibliographical references (p. 159-167) and index
内容説明・目次
内容説明
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.
目次
- 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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