Traffic Anomaly Detection
商品資訊
ISBN13：9781785480126
出版社：Elsevier Science Ltd
作者：Antonio Cuadra-Sanchez; Javier Aracil
出版日：2015/12/16
裝訂／頁數：精裝／70頁
規格：22.9cm*15.2cm (高/寬)
商品簡介
This book presents an overview of traffic anomaly detection analysis, allowing you to monitor security aspects of multimedia services. The author's approach is based on the analysis of time aggregation adjacent periods of the traffic. As traffic varies throughout the day, it is essential to consider the concrete traffic period in which the anomaly occurs. This book presents the algorithms proposed specifically for this analysis and an empirical comparative analysis of those methods and settle a new information theory based technique, named "typical day analysis".
- A new information-theory based technique for traffic anomaly detection (typical day analysis)
- Introductory chapters to anomaly detection methods including control charts, tests of goodness-of-fit Mutual Information
- Contains comparative analysis of traffic anomaly detection methods
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