书目名称 | Network Traffic Anomaly Detection and Prevention | 副标题 | Concepts, Techniques | 编辑 | Monowar H. Bhuyan,Dhruba K. Bhattacharyya,Jugal K. | 视频video | | 概述 | Provides a thorough introduction to network attacks, describes the pros and cons of various data mining approaches, and discusses important issues and challenges to be addressed.Presents a systematic, | 丛书名称 | Computer Communications and Networks | 图书封面 |  | 描述 | This indispensable text/reference presents a comprehensive overview on the detection and prevention of anomalies in computer network traffic, from coverage of the fundamental theoretical concepts to in-depth analysis of systems and methods. Readers will benefit from invaluable practical guidance on how to design an intrusion detection technique and incorporate it into a system, as well as on how to analyze and correlate alerts without prior information..Topics and features: introduces the essentials of traffic management in high speed networks, detailing types of anomalies, network vulnerabilities, and a taxonomy of network attacks; describes a systematic approach to generating large network intrusion datasets, and reviews existing synthetic, benchmark, and real-life datasets; provides a detailed study of network anomaly detection techniques and systems under six different categories: statistical, classification, knowledge-base, cluster and outlier detection, soft computing, and combination learners; examines alert management and anomaly prevention techniques, including alert preprocessing, alert correlation, and alert post-processing; presents a hands-on approach to developing net | 出版日期 | Textbook 2017 | 关键词 | Anomaly Detection; Data Mining; Denial of Service; Distributed Denial of Service; Intrusion Prevention; N | 版次 | 1 | doi | https://doi.org/10.1007/978-3-319-65188-0 | isbn_softcover | 978-3-319-87968-0 | isbn_ebook | 978-3-319-65188-0Series ISSN 1617-7975 Series E-ISSN 2197-8433 | issn_series | 1617-7975 | copyright | Springer International Publishing AG 2017 |
The information of publication is updating
|
|