Fog/Edge Computing For Security, Privacy, and Applications
暫譯: 雲端/邊緣計算的安全性、隱私與應用

Chang, Wei, Wu, Jie

  • 出版商: Springer
  • 出版日期: 2022-01-06
  • 售價: $6,870
  • 貴賓價: 9.5$6,527
  • 語言: 英文
  • 頁數: 430
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030573303
  • ISBN-13: 9783030573300
  • 相關分類: 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 provides the state-of-the-art development on security and privacy for fog/edge computing, together with their system architectural support and applications. This book is organized into five parts with a total of 15 chapters. Each area corresponds to an important snapshot. The first part of this book presents an overview of fog/edge computing, focusing on its relationship with cloud technology and the future with the use of 5G communication. Several applications of edge computing are discussed. The second part of this book considers several security issues in fog/edge computing, including the secure storage and search services, collaborative intrusion detection method on IoT-fog computing, and the feasibility of deploying Byzantine agreement protocols in untrusted environments. The third part of this book studies the privacy issues in fog/edge computing. It first investigates the unique privacy challenges in fog/edge computing, and then discusses a privacy-preserving framework for the edge-based video analysis, a popular machine learning application on fog/edge.

 

This book also covers the security architectural design of fog/edge computing, including a comprehensive overview of vulnerabilities in fog/edge computing within multiple architectural levels, the security and intelligent management, the implementation of network-function-virtualization-enabled multicasting in part four. It explains how to use the blockchain to realize security services. The last part of this book surveys applications of fog/edge computing, including the fog/edge computing in Industrial IoT, edge-based augmented reality, data streaming in fog/edge computing, and the blockchain-based application for edge-IoT.

 

This book is designed for academics, researchers and government officials, working in the field of fog/edge computing and cloud computing. Practitioners, and business organizations (e.g., executives, system designers, and marketing professionals), who conduct teaching, research, decision making, and designing fog/edge technology will also benefit from this book  The content of this book will be particularly useful for advanced-level students studying computer science, computer technology, and information systems, but also applies to students in business, education, and economics, who would benefit from the information, models, and case studies therein.

商品描述(中文翻譯)

本書提供了關於雲端/邊緣計算的安全性和隱私的最新發展,以及其系統架構支持和應用。本書分為五個部分,共15章。每個領域對應一個重要的快照。本書的第一部分介紹了雲端/邊緣計算的概述,重點在於其與雲端技術的關係以及未來5G通訊的應用。討論了幾個邊緣計算的應用。

本書的第二部分考慮了雲端/邊緣計算中的幾個安全問題,包括安全存儲和搜索服務、物聯網-雲端計算中的協作入侵檢測方法,以及在不受信環境中部署拜占庭協議的可行性。本書的第三部分研究了雲端/邊緣計算中的隱私問題。首先調查了雲端/邊緣計算中的獨特隱私挑戰,然後討論了一個針對邊緣基礎的視頻分析的隱私保護框架,這是一個在雲端/邊緣上流行的機器學習應用。

本書還涵蓋了雲端/邊緣計算的安全架構設計,包括對多個架構層級中雲端/邊緣計算漏洞的全面概述、安全和智能管理,以及第四部分中基於網路功能虛擬化的多播實現。它解釋了如何使用區塊鏈來實現安全服務。本書的最後一部分調查了雲端/邊緣計算的應用,包括工業物聯網中的雲端/邊緣計算、基於邊緣的擴增實境、雲端/邊緣計算中的數據流,以及基於區塊鏈的邊緣物聯網應用。

本書旨在為學術界、研究人員和政府官員提供服務,特別是那些在雲端/邊緣計算和雲端計算領域工作的專業人士。此外,從事教學、研究、決策和設計雲端/邊緣技術的實務工作者和商業組織(例如高管、系統設計師和行銷專業人員)也將從本書中受益。本書的內容對於學習計算機科學、計算機技術和資訊系統的高級學生特別有用,但也適用於商業、教育和經濟學的學生,這些學生將從其中的信息、模型和案例研究中受益。