Machine Intelligence and Big Data Analytics for Cybersecurity Applications
暫譯: 機器智慧與大數據分析在網路安全應用中的應用

Maleh, Yassine, Shojafar, Mohammad, Alazab, Mamoun

  • 出版商: Springer
  • 出版日期: 2020-12-15
  • 售價: $8,600
  • 貴賓價: 9.5$8,170
  • 語言: 英文
  • 頁數: 539
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3030570231
  • ISBN-13: 9783030570231
  • 相關分類: 大數據 Big-dataData Science資訊安全
  • 海外代購書籍(需單獨結帳)

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商品描述

This book presents the latest advances in machine intelligence and big data analytics to improve early warning of cyber-attacks, for cybersecurity intrusion detection and monitoring, and malware analysis. Cyber-attacks have posed real and wide-ranging threats for the information society. Detecting cyber-attacks becomes a challenge, not only because of the sophistication of attacks but also because of the large scale and complex nature of today's IT infrastructures. It discusses novel trends and achievements in machine intelligence and their role in the development of secure systems and identifies open and future research issues related to the application of machine intelligence in the cybersecurity field. Bridging an important gap between machine intelligence, big data, and cybersecurity communities, it aspires to provide a relevant reference for students, researchers, engineers, and professionals working in this area or those interested in grasping its diverse facets and exploring the latest advances on machine intelligence and big data analytics for cybersecurity applications.

商品描述(中文翻譯)

本書介紹了機器智能和大數據分析的最新進展,以改善網路攻擊的早期警示,並用於網路安全入侵檢測、監控及惡意軟體分析。網路攻擊對資訊社會造成了真實且廣泛的威脅。檢測網路攻擊成為一項挑戰,不僅因為攻擊的複雜性,還因為當今IT基礎設施的規模龐大且性質複雜。本書討論了機器智能的新趨勢和成就及其在安全系統開發中的角色,並指出與機器智能在網路安全領域應用相關的開放性和未來研究議題。本書彌補了機器智能、大數據和網路安全社群之間的重要空白,旨在為在此領域工作的學生、研究人員、工程師和專業人士提供相關參考,或是對掌握其多樣面向及探索機器智能和大數據分析在網路安全應用中的最新進展感興趣的人士。