Traffic Anomaly Detection(Hardcover)
暫譯: 交通異常偵測(精裝版)

Antonio Cuadra-Sánchez, Javier Aracil

  • 出版商: Elsevier Science
  • 出版日期: 2015-12-16
  • 售價: $3,070
  • 貴賓價: 9.5$2,917
  • 語言: 英文
  • 頁數: 70
  • 裝訂: Hardcover
  • ISBN: 178548012X
  • ISBN-13: 9781785480126
  • 海外代購書籍(需單獨結帳)

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商品描述

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

商品描述(中文翻譯)

本書提供了流量異常檢測分析的概述,使您能夠監控多媒體服務的安全性。作者的方法基於對流量相鄰時段的時間聚合分析。由於流量在一天中會有所變化,因此考慮異常發生的具體流量時段至關重要。本書提出了專門針對此分析的算法,並對這些方法進行了實證比較分析,並提出了一種基於新信息理論的技術,稱為「典型日分析」。

- 一種基於信息理論的流量異常檢測新技術(典型日分析)
- 包含異常檢測方法的入門章節,包括控制圖、適合度檢驗、互信息
- 包含流量異常檢測方法的比較分析

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