Big Data Analytics in Fog-Enabled IoT Networks: Towards a Privacy and Security Perspective

Gupta, Govind P., Tripathi, Rakesh, Gupta, Brij B.

  • 出版商: CRC
  • 出版日期: 2023-04-19
  • 售價: $5,120
  • 貴賓價: 9.5$4,864
  • 語言: 英文
  • 頁數: 216
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032206446
  • ISBN-13: 9781032206448
  • 相關分類: 大數據 Big-data物聯網 IoTData Science資訊安全
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商品描述

The integration of fog computing with the resource-limited Internet of Things (IoT) network formulates the concept of the fog-enabled IoT system. Due to a large number of IoT devices, the IoT is a main source of Big Data. A large volume of sensing data is generated by IoT systems such as smart cities and smart-grid applications. A fundamental research issue is how to provide a fast and efficient data analytics solution for fog-enabled IoT systems. Big Data Analytics in Fog-Enabled IoT Networks focuses on Big Data analytics in a fog-enabled-IoT system and provides a comprehensive collection of chapters that touch on different issues related to healthcare systems, cyber-threat detection, malware detection, and the security and privacy of IoT Big Data and IoT networks.

This book also emphasizes and facilitates a greater understanding of various security and privacy approaches using advanced artificial intelligence and Big Data technologies such as machine and deep learning, federated learning, blockchain, and edge computing, as well as the countermeasures to overcome the vulnerabilities of the fog-enabled IoT system.

商品描述(中文翻譯)

「在資源有限的物聯網(IoT)網絡中整合雲霧運算,形成了雲霧物聯網系統的概念。由於物聯網設備眾多,物聯網是大數據的主要來源之一。智慧城市和智慧電網等物聯網系統產生了大量的感測數據。一個基本的研究問題是如何為雲霧物聯網系統提供快速高效的數據分析解決方案。《雲霧物聯網環境下的大數據分析》專注於雲霧物聯網系統中的大數據分析,提供了一系列章節,涵蓋了與醫療系統、網絡威脅檢測、惡意軟件檢測以及物聯網大數據和物聯網網絡的安全和隱私相關的不同問題。」

「本書還強調並促進對使用先進的人工智能和大數據技術(如機器學習、深度學習、聯邦學習、區塊鏈和邊緣運算)的各種安全和隱私方法的更深入理解,以及克服雲霧物聯網系統漏洞的對策。」

作者簡介

Dr. Govind P. Gupta received his PhD degree in Computer Science & Engineering from the Indian Institute of Technology, Roorkee, India. He is currently working as an Assistant Professor in Department of Information Technology, National Institute of Technology, Raipur, India. He has made practical and theoretical contributions in Big Data Processing & Analytics, WSN, IoT and Cyber Security domains and his research has a high impact on Big data analytics, WSN, IoT, information and network security against cyber-attacks. He has published more than 50 research papers in reputed peer-reviewed Journals/Conferences including IEEE, Elsevier, ACM, Springer, Wiley, Inderscience, etc. He is an active reviewer of various journals such as IEEE Internet of Things, IEEE Sensors Journal, IEEE Transactions on Green Communications, Elsevier Computer Networks, Ad-Hoc Networks, Computer Communications, Springer Wireless Networks etc. His current research interests include Internet of Things, IoT Security, Software-defined Networking, Network Security, Big IoT Data Analytics, Blockchain-based Application development for IoT, Enterprise Blockchain. He is a professional member of the IEEE and ACM.

Dr. Rakesh Tripathi received his Ph.D. degree in computer science and engineering from the Indian Institute of Technology Guwahati, India. He is an Assistant Professor with the Department of Information Technology, National Institute of Technology, Raipur, India. He has over ten years of experience in academia. He has published over 20 referred article and served as a Reviewer of several journals. His research interests include Mobile-Ad hoc Networks, Sensor Networks, Data Center Networks, Distributed Systems, Network Security, Blockchain, and Game Theory in Networks. He is a Senior member of the IEEE.

Dr. Brij B. Gupta received a PhD degree from the Indian Institute of Technology, Roorkee, India, in the area of information and cyber security. He has published more than 200 research papers in international journals and conferences of high repute including IEEE, Elsevier, ACM, Springer, Wiley, Taylor & Francis Group, Inderscience, etc. He has visited several countries, i.e., Canada, Japan, the United States, the United Kingdom, Malaysia, Australia, Thailand, China, Hong Kong, Italy, Spain, etc. to present his research work. His biography was selected and published in the 30th Edition of Marquis Who's Who in the World, 2012. Dr. Gupta also received the Young Faculty Research Fellowship award from the Ministry of Electronics and Information Technology, Government of India in 2018. He is also working as a principal investigator of various research and development projects. He is serving as an associate editor of IEEE Access, IEEE TII, and the executive editor of IJITCA, Inderscience, respectively. At present, Dr. Gupta is working as an assistant professor in the Department of Computer Engineering, National Institute of Technology, Kurukshetra, India. His research interests include information security, cyber security, mobile security, cloud computing, web security, intrusion detection, and phishing.

Dr. Kwok Tai Chui received the B.Eng. degree in electronic and communication engineering - Business Intelligence Minor and Ph.D. degree in electronic engineering from City University of Hong Kong. He had industry experience as Senior Data Scientist in Internet of Things (IoT) company. He is with the Department of Technology, School of Science and Technology, at Hong Kong Metropolitan University as Assistant Professor. He has more than 90 research publications including edited books, book chapters, journal papers, and conference papers. He has served as various editorial position in ESCI/SCIElisted journals including Managing Editor of International Journal on Semantic Web and Information Systems, Topic Editor of Sensors, Associate Editor of International Journal of Energy Optimization and Engineering. His research interests include computational intelligence, data science, energy monitoring and management, intelligent transportation, smart metering, healthcare, machine learning algorithms and optimization.

作者簡介(中文翻譯)

Dr. Govind P. Gupta在印度羅爾基工學院獲得計算機科學與工程博士學位。他目前在印度Raipur的國家技術研究所的資訊技術系擔任助理教授。他在大數據處理與分析、無線感測網絡(WSN)、物聯網和網絡安全領域做出了實踐和理論貢獻,他的研究對大數據分析、無線感測網絡(WSN)、物聯網和信息和網絡安全抵禦網絡攻擊具有很高的影響力。他在包括IEEE、Elsevier、ACM、Springer、Wiley、Inderscience等知名同行評審期刊/會議上發表了50多篇研究論文。他是IEEE Internet of Things、IEEE Sensors Journal、IEEE Transactions on Green Communications、Elsevier Computer Networks、Ad-Hoc Networks、Computer Communications、Springer Wireless Networks等各種期刊的活躍審稿人。他目前的研究興趣包括物聯網、物聯網安全、軟件定義網絡、網絡安全、大型物聯網數據分析、基於區塊鏈的物聯網應用開發、企業區塊鏈。他是IEEE和ACM的專業會員。

Dr. Rakesh Tripathi在印度古瓦哈蒂工學院獲得計算機科學與工程博士學位。他是印度Raipur的國家技術研究所資訊技術系的助理教授。他在學術界擁有十多年的經驗。他發表了20多篇被引用的文章,並擔任多個期刊的審稿人。他的研究興趣包括移動自組網絡、感測器網絡、數據中心網絡、分散系統、網絡安全、區塊鏈和網絡中的博弈論。他是IEEE的高級會員。

Dr. Brij B. Gupta在印度羅爾基工學院獲得信息和網絡安全領域的博士學位。他在國際知名期刊和會議上發表了200多篇研究論文,包括IEEE、Elsevier、ACM、Springer、Wiley、Taylor & Francis Group、Inderscience等。他曾訪問過加拿大、日本、美國、英國、馬來西亞、澳大利亞、泰國、中國、香港、意大利、西班牙等多個國家,以展示他的研究成果。他的傳記被選為《世界名人錄》第30版(2012年)中的一部分。Gupta博士還於2018年獲得了印度電子和信息技術部頒發的青年教師研究獎助金。他還擔任多個研究和開發項目的首席調查員。他分別擔任IEEE Access、IEEE TII的副編輯和IJITCA的執行編輯。目前,Gupta博士在印度Kurukshetra的國家技術研究所的計算機工程系擔任助理教授。他的研究興趣包括信息安全、網絡安全、移動安全、雲計算、網絡安全、入侵檢測和釣魚。

Dr. Kwok Tai Chui在香港城市大學獲得電子與通訊工程學士學位和電子工程博士學位。他曾在物聯網(IoT)公司擔任高級數據科學家。他現任香港都會大學科學與技術學院技術系的助理教授。他發表了超過90篇研究論文,包括編輯的書籍、書籍章節、期刊論文和會議論文。他曾擔任ESCI/SCIE期刊的各種編輯職位,包括《國際語義網和信息系統期刊》的總編輯、《Sensors》的專題編輯、《國際能源期刊》的副編輯等。他是IEEE的高級會員。