Malware Diffusion Models for Modern Complex Networks: Theory and Applications (Paperback)
暫譯: 現代複雜網絡的惡意軟體擴散模型:理論與應用(平裝本)

Vasileios Karyotis, M.H.R. Khouzani

商品描述

Malware Diffusion Models for Wireless Complex Networks: Theory and Applications provides a timely update on malicious software (malware), a serious concern for all types of network users, from laymen to experienced administrators. As the proliferation of portable devices, namely smartphones and tablets, and their increased capabilities, has propelled the intensity of malware spreading and increased its consequences in social life and the global economy, this book provides the theoretical aspect of malware dissemination, also presenting modeling approaches that describe the behavior and dynamics of malware diffusion in various types of wireless complex networks.

Sections include a systematic introduction to malware diffusion processes in computer and communications networks, an analysis of the latest state-of-the-art malware diffusion modeling frameworks, such as queuing-based techniques, calculus of variations based techniques, and game theory based techniques, also demonstrating how the methodologies can be used for modeling in more general applications and practical scenarios.

  • Presents a timely update on malicious software (malware), a serious concern for all types of network users, from laymen to experienced administrators
  • Systematically introduces malware diffusion processes, providing the relevant mathematical background
  • Discusses malware modeling frameworks and how to apply them to complex wireless networks
  • Provides guidelines and directions for extending the corresponding theories in other application domains, demonstrating such possibility by using application models in information dissemination scenarios

商品描述(中文翻譯)

《無線複雜網路的惡意軟體擴散模型:理論與應用》提供了有關惡意軟體(malware)的及時更新,這對於所有類型的網路使用者來說都是一個嚴重的問題,無論是普通用戶還是經驗豐富的管理員。隨著可攜式設備(如智能手機和平板電腦)的普及及其功能的增強,惡意軟體的擴散強度和對社會生活及全球經濟的影響也隨之增加。本書提供了惡意軟體擴散的理論方面,並展示了描述惡意軟體在各類無線複雜網路中擴散行為和動態的建模方法。

本書的各個部分包括對計算機和通信網路中惡意軟體擴散過程的系統介紹,分析最新的先進惡意軟體擴散建模框架,如基於排隊的技術、變分法技術和基於博弈論的技術,並展示這些方法如何應用於更一般的應用和實際場景的建模。

- 提供有關惡意軟體(malware)的及時更新,這對於所有類型的網路使用者來說都是一個嚴重的問題,無論是普通用戶還是經驗豐富的管理員
- 系統性地介紹惡意軟體擴散過程,提供相關的數學背景
- 討論惡意軟體建模框架及其在複雜無線網路中的應用
- 提供擴展相應理論在其他應用領域的指導和方向,並通過在信息傳播場景中使用應用模型來展示這種可能性