Blockchain and Machine Learning for Iot Security
暫譯: 物聯網安全的區塊鏈與機器學習

Azrour, Mourade, Mabrouki, Jamal, Guezzaz, Azidine

Blockchain and Machine Learning for Iot Security
  • 出版商: CRC
  • 出版日期: 2024-02-09
  • 售價: $4,910
  • 貴賓價: 9.5 折 $4,665
  • 語言: 英文
  • 頁數: 152
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032563443
  • ISBN-13: 9781032563442
  • 相關分類: 區塊鏈 Blockchain、Machine Learning、物聯網 IoT、資訊安全

    • 海外代購書籍(需單獨結帳)

商品描述

The Internet of Things (IoT) involves physical devices, cars, household appliances, and any other physical appliance equipped with sensors, software, and network connections to gather and communicate data. Nowadays, this technology is embedded in everything from simple smart devices, to wearable equipment, to complex industrial machinery and transportation infrastructures. On the other hand, IoT equipment has been designed without considering security issues. Consequently, there are many challenges in terms of protection against IoT threats, which can lead to distressing situations. In fact, unlike other technological solutions, there are few standards and guidelines governing the protection of IoT technology. Moreover, few users are aware of the risks associated with IoT systems.

Hence, Blockchain and Machine Learning for IoT Security discusses various recent techniques and solutions related to IoT deployment, especially security and privacy. This book addresses a variety of subjects, including a comprehensive overview of the IoT, and covers in detail the security challenges at each layer by considering how both the architecture and underlying technologies are employed. As acknowledged experts in the field, the authors provide remediation solutions for impaired security, as well as mitigation methods, and offer both prevention and improvement suggestions.

Key Features:

  • Offers a unique perspective on IoT security by introducing Machine Learning and Blockchain solutions
  • Presents a well-rounded overview of the most recent advances in IoT security and privacy
  • Discusses practical solutions and real-world cases for IoT solutions in various areas
  • Provides solutions for securing IoT against various threats
  • Discusses Blockchain technology as a solution for IoT

This book is designed to provide all the necessary knowledge for young researchers, academics, and industry professionals who want to understand the advantages of artificial intelligence technology, machine learning, data analysis methodology, and Blockchain for securing IoT technologies.

商品描述(中文翻譯)

物聯網（IoT）涉及物理設備、汽車、家用電器以及任何其他配備感測器、軟體和網路連接的物理設備，以收集和傳輸數據。如今，這項技術嵌入於從簡單的智慧設備到可穿戴設備，再到複雜的工業機械和交通基礎設施的各種產品中。另一方面，IoT 設備的設計並未考慮安全問題。因此，在保護 IoT 威脅方面存在許多挑戰，這可能導致令人不安的情況。事實上，與其他技術解決方案不同，針對 IoT 技術的保護幾乎沒有標準和指導方針。此外，少數用戶意識到與 IoT 系統相關的風險。

因此，區塊鏈與機器學習在 IoT 安全中的應用討論了與 IoT 部署相關的各種最新技術和解決方案，特別是安全性和隱私。本書涵蓋了多個主題，包括對 IoT 的全面概述，並詳細探討了每一層的安全挑戰，考慮到架構和底層技術的應用。作為該領域的公認專家，作者提供了針對安全受損的修復解決方案，以及緩解方法，並提出預防和改進的建議。

主要特色：

  • 通過引入機器學習和區塊鏈解決方案，提供對 IoT 安全的獨特視角
  • 呈現 IoT 安全和隱私最新進展的全面概述
  • 討論各個領域 IoT 解決方案的實用解決方案和真實案例
  • 提供針對各種威脅保護 IoT 的解決方案
  • 討論區塊鏈技術作為 IoT 的解決方案

本書旨在為希望了解人工智慧技術、機器學習、數據分析方法論和區塊鏈在保護 IoT 技術中的優勢的年輕研究人員、學術界和業界專業人士提供所需的所有知識。

作者簡介

Prof. Mourade Azrour received his PhD from Faculty of sciences and Techniques, Moulay Ismail University of Meknes, Morocco. He has received his MS in computer and distributed systems from Faculty of Sciences, Ibn Zouhr University, Agadir, Morocco in 2014. Mourade currently works as computer sciences professor at the Department of Computer Science, Faculty of Sciences and Techniques, Moulay Ismail University of Meknès. His research interests include Authentication protocol, Computer Security, Internet of things, Smart systems, Machine learning and so ones.

Prof. Jamal Mabrouki received his PhD in Process and Environmental Engineering at Mohammed V University in Rabat, specializing in artificial intelligence and smart automatic systems. He completed the Bachelor of Science in Physics and Chemistry with honors from Hassan II University in Casablanca, Morocco and the engineer in Environment and smart system. His research is on intelligent monitoring, control, and management systems and more particularly on sensing and supervising remote intoxication systems, smart self-supervised systems and recurrent neural networks.

Prof. Azidine Guezzaz received his Ph.D from Ibn Zohr University Agadir, Morocco in 2018. He obtained his Master in computer and distributed systems from Faculty of Sciences, Ibn Zouhr University, Agadir, Morocco in 2013. He is currently an associate professor of computer science and mathematics at Cadi Ayyad University Marrakech, Morocco. His main field of research interest is computer security, cryptography, artificial intelligence, intrusion detection and smart cities.

Prof. Said Benkirane obtained his Engineering Degree in Networks and Telecommunications in 2004 from INPT in Rabat, Morocco. He obtained his Master degree in Computer and Network Engineering in 2006 at the USMBA University of Fez and his PhD in Computer Science in 2013 at the UCD University of El-JadidaMorocco. He worked as Professor from 2014 at ESTE Cadi Ayyad University. His areas of research are Artificial Intelligence, Multi Agents, and Systems Security.

作者簡介(中文翻譯)

穆拉德·阿茲魯爾教授於摩洛哥梅克內斯的穆萊伊斯梅爾大學科學與技術學院獲得博士學位。他於2014年在摩洛哥阿加迪爾的伊本祖赫爾大學科學學院獲得計算機與分佈式系統碩士學位。穆拉德目前擔任穆萊伊斯梅爾大學計算機科學系的計算機科學教授。他的研究興趣包括身份驗證協議、計算機安全、物聯網、智能系統、機器學習等。

賈馬爾·馬布魯基教授在摩洛哥拉巴特的穆罕默德五世大學獲得過程與環境工程博士學位，專攻人工智慧和智能自動系統。他以優異的成績完成摩洛哥卡薩布蘭卡哈桑二世大學的物理與化學理學士學位，並獲得環境與智能系統工程師學位。他的研究集中在智能監控、控制和管理系統，特別是遠程中毒系統的感測與監督、智能自我監督系統和遞迴神經網絡。

阿齊丁·蓋扎茲教授於2018年在摩洛哥阿加迪爾的伊本祖赫爾大學獲得博士學位。他於2013年在摩洛哥阿加迪爾的伊本祖赫爾大學科學學院獲得計算機與分佈式系統碩士學位。他目前是摩洛哥馬拉喀什的卡迪·阿亞德大學計算機科學與數學的副教授。他的主要研究領域是計算機安全、密碼學、人工智慧、入侵檢測和智慧城市。

賽義德·本基蘭教授於2004年在摩洛哥拉巴特的國立電信與郵政學院(INPT)獲得網絡與電信工程學位。他於2006年在菲斯的USMBA大學獲得計算機與網絡工程碩士學位，並於2013年在摩洛哥埃爾哈迪達的UCD大學獲得計算機科學博士學位。他自2014年起在卡迪·阿亞德大學擔任教授。他的研究領域包括人工智慧、多代理系統和系統安全。

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