Data Analytics and Decision Support for Cybersecurity: Trends, Methodologies and Applications
暫譯: 網路安全的數據分析與決策支持:趨勢、方法論與應用

  • 出版商: Springer
  • 出版日期: 2017-08-09
  • 售價: $5,590
  • 貴賓價: 9.5$5,311
  • 語言: 英文
  • 頁數: 270
  • 裝訂: Hardcover
  • ISBN: 3319594389
  • ISBN-13: 9783319594385
  • 相關分類: Data Science資訊安全
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

The book illustrates the inter-relationship between several data management, analytics and decision support techniques and methods commonly adopted in Cybersecurity-oriented frameworks. The recent advent of Big Data paradigms and the use of data science methods, has resulted in a higher demand for effective data-driven models that support decision-making at a strategic level. This motivates the need for defining novel data analytics and decision support approaches in a myriad of real-life scenarios and problems, with Cybersecurity-related domains being no exception.

 This contributed volume comprises nine chapters, written by leading international researchers, covering a compilation of recent advances in Cybersecurity-related applications of data analytics and decision support approaches. In addition to theoretical studies and overviews of existing relevant literature, this book comprises a selection of application-oriented research contributions. The investigations undertaken across these chapters focus on diverse and critical Cybersecurity problems, such as Intrusion Detection, Insider Threats, Insider Threats, Collusion Detection, Run-Time Malware Detection, Intrusion Detection, E-Learning, Online Examinations, Cybersecurity noisy data removal, Secure Smart Power Systems, Security Visualization and Monitoring.

Researchers and professionals alike will find the chapters an essential read for further research on the topic.

商品描述(中文翻譯)

本書闡述了在以網路安全為導向的框架中,幾種數據管理、分析和決策支持技術及方法之間的相互關係。隨著大數據範式的出現以及數據科學方法的使用,對於能夠在戰略層面支持決策的有效數據驅動模型的需求日益增加。這促使我們需要在各種現實生活場景和問題中定義新穎的數據分析和決策支持方法,網路安全相關領域也不例外。

本書由九章組成,作者為國際領先的研究人員,涵蓋了網路安全相關的數據分析和決策支持方法的最新進展。除了理論研究和現有相關文獻的概述外,本書還包含了一系列以應用為導向的研究貢獻。這些章節中的研究集中於多樣且關鍵的網路安全問題,例如入侵檢測、內部威脅、共謀檢測、運行時惡意軟體檢測、電子學習、線上考試、網路安全噪聲數據移除、安全智慧電力系統、安全可視化和監控。

研究人員和專業人士都會發現這些章節對於進一步研究該主題是必不可少的閱讀材料。