Blockchain and Digital Twin Enabled IoT Networks: Privacy and Security Perspectives
暫譯: 區塊鏈與數位雙胞胎驅動的物聯網網路：隱私與安全觀點

Kumar, Randhir, Kumar, Prabhat, C. C., Sobin

Blockchain and Digital Twin Enabled IoT Networks: Privacy and Security Perspectives
  • 出版商: CRC
  • 出版日期: 2025-12-26
  • 售價: $2,870
  • 貴賓價: 9.5 折 $2,727
  • 語言: 英文
  • 頁數: 228
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032517530
  • ISBN-13: 9781032517537
  • 相關分類: 區塊鏈 Blockchain

    • 海外代購書籍(需單獨結帳)

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商品描述

This book reviews research works in recent trends in blockchain, AI, and Digital Twin based IoT data analytics approaches for providing the privacy and security solutions for Fog-enabled IoT networks. Due to the large number of deployments of IoT devices, an IoT is the main source of data and a very high volume of sensing data is generated by IoT systems such as smart cities and smart grid applications. To provide a fast and efficient data analytics solution for Fog-enabled IoT systems is a fundamental research issue. For the deployment of the Fog-enabled-IoT system in different applications such as healthcare systems, smart cities and smart grid systems, security, and privacy of big IoT data and IoT networks are key issues. The current centralized IoT architecture is heavily restricted with various challenges such as single points of failure, data privacy, security, robustness, etc.

This book emphasizes and facilitates a greater understanding of various security and privacy approaches using the advances in Digital Twin and Blockchain for data analysis using machine/deep learning, federated learning, edge computing and the countermeasures to overcome these vulnerabilities.

商品描述(中文翻譯)

本書回顧了在區塊鏈、人工智慧（AI）和基於數位雙胞胎的物聯網（IoT）數據分析方法的最新研究趨勢，旨在為霧計算（Fog）啟用的物聯網網絡提供隱私和安全解決方案。由於物聯網設備的部署數量龐大，物聯網成為數據的主要來源，並且像智慧城市和智慧電網應用等物聯網系統生成了大量的感測數據。為霧計算啟用的物聯網系統提供快速且高效的數據分析解決方案是一個基本的研究議題。在不同應用中部署霧計算啟用的物聯網系統，例如醫療系統、智慧城市和智慧電網系統，物聯網大數據和物聯網網絡的安全性與隱私性是關鍵問題。目前的集中式物聯網架構受到多種挑戰的嚴重限制，例如單點故障、數據隱私、安全性、穩健性等。

本書強調並促進對各種安全和隱私方法的更深入理解，利用數位雙胞胎和區塊鏈的進展進行數據分析，並結合機器學習/深度學習、聯邦學習、邊緣計算及應對這些脆弱性的對策。

作者簡介

Randhir Kumar obtained a Ph.D. from the department of Information Technology from NIT Raipur, India. He completed his Postdoctoral at the Department of Electrical Engineering, IIT Hyderabad. He is currently an Assistant Professor, Department of Computer Science and Engineering, SRM University, AP, India. His research interests include cryptographic techniques, information security, blockchain technology, Digital Twin and services, and working Parallel Execution of smart contracts and interoperability challenges in blockchain-enabled frameworks and services.

Prabhat Kumar obtained a Ph.D. in Information Technology from the National Institute of Technology Raipur, Raipur, India. Thereafter, he worked with the Indian Institute of Technology Hyderabad, India, as a Project Officer on the project "Development of Indian Telecommunication Security Assurance Requirements for IoT Devices". He is a Post-doctoral Researcher with the Department of Software Engineering, LUT School of Engineering Science, LUT University, Lappeenranta, Finland. He has made many research contributions in machine learning, deep learning, federated learning, cybersecurity, blockchain, cloud computing, and Digital Twin.

Sobin C.C. has a vast expertise in studies of delay tolerant networks (DTNs), wireless networks, and IoT. Sobin's M. Tech and PhD research from premier institutes in India, such as IIT Madras and IIT Roorkee, enabled him to acquire in-depth knowledge in developing routing protocols for DTNs and designing IoT-based applications. Sobin is also well-versed in building IoT applications over DTN in cases of limited Internet connectivity. His research areas include DTN, software engineering, and smart agriculture. He is currently working as an Associate Professor in SRM University AP, India.

作者簡介(中文翻譯)

Randhir Kumar 於印度 NIT Raipur 的資訊科技系獲得博士學位。他在印度 IIT Hyderabad 的電機工程系完成了博士後研究。目前，他是印度 SRM University, AP 的計算機科學與工程系助理教授。他的研究興趣包括加密技術、資訊安全、區塊鏈技術、數位雙胞胎及其服務，以及在區塊鏈啟用的框架和服務中進行智能合約的平行執行和互操作性挑戰。

Prabhat Kumar 於印度 Raipur 的國立技術學院 Raipur 獲得資訊科技博士學位。此後，他在印度 IIT Hyderabad 擔任專案官，負責「為物聯網設備開發印度電信安全保證要求」的專案。他目前是芬蘭 Lappeenranta 的 LUT 大學工程科學學院軟體工程系的博士後研究員。他在機器學習、深度學習、聯邦學習、網路安全、區塊鏈、雲計算和數位雙胞胎等領域做出了許多研究貢獻。

Sobin C.C. 在延遲容忍網路 (DTNs)、無線網路和物聯網 (IoT) 研究方面擁有豐富的專業知識。Sobin 在印度頂尖學府如 IIT Madras 和 IIT Roorkee 的碩士和博士研究使他獲得了開發 DTNs 路由協議和設計基於 IoT 的應用程式的深入知識。Sobin 也精通在有限的網際網路連接情況下，基於 DTN 建立 IoT 應用程式。他的研究領域包括 DTN、軟體工程和智慧農業。目前，他在印度 SRM University AP 擔任副教授。

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