AI Models for Blockchain-Based Intelligent Networks in Iot Systems: Concepts, Methodologies, Tools, and Applications
暫譯: 區塊鏈智能網絡中的AI模型於物聯網系統:概念、方法論、工具與應用
Bhushan, Bharat, Sangaiah, Arun Kumar, Nguyen, Tu N.
- 出版商: Springer
- 出版日期: 2023-06-10
- 售價: $8,670
- 貴賓價: 9.5 折 $8,237
- 語言: 英文
- 頁數: 392
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031319516
- ISBN-13: 9783031319518
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相關分類:
人工智慧、區塊鏈 Blockchain、物聯網 IoT
海外代購書籍(需單獨結帳)
商品描述
The goal of this book is to explore various security paradigms such as Machine Learning, Big data, Cyber Physical Systems, and Blockchain to address both intelligence and reconfigurability in various IoT devices. The book further aims to address and analyze the state of the art of blockchain-based intelligent networks in IoT systems and related technologies including healthcare sector. AI can ease, optimize, and automate the blockchain-based decision-making process for better governance and higher performance in IoT systems. Considering the incredible progress made by AI models, a blockchain system powered by intelligent AI algorithms can detect the existence of any kind of attack and automatically invoke the required defense mechanisms. In case of unavoidable damage, AI models can help to isolate the compromised component from the blockchain platform and safeguard the overall system from crashing. Furthermore, AI models can also contribute toward the robustness and scalability of blockchain-based intelligent IoT networks. The book is designed to be the first-choice reference at university libraries, academic institutions, research and development centers, information technology centers, and any institutions interested in integration of AI and IoT. The intended audience of this book include UG/PG students, Ph.D. scholars of this fields, industry technologists, young entrepreneurs, professionals, network designers, data scientists, technology specialists, practitioners, and people who are interested in exploring the role of AI and blockchain technology in IoT systems.
商品描述(中文翻譯)
本書的目標是探討各種安全範式,例如機器學習(Machine Learning)、大數據(Big Data)、網路物理系統(Cyber Physical Systems)和區塊鏈(Blockchain),以解決各種物聯網(IoT)設備中的智能性和可重構性。本書進一步旨在探討和分析基於區塊鏈的智能網絡在物聯網系統及相關技術(包括醫療保健領域)的最新進展。人工智慧(AI)可以簡化、優化和自動化基於區塊鏈的決策過程,以實現更好的治理和更高的性能。在考慮到AI模型所取得的驚人進展的情況下,基於智能AI算法的區塊鏈系統可以檢測到任何類型的攻擊並自動啟動所需的防禦機制。在不可避免的損害情況下,AI模型可以幫助將受損的組件與區塊鏈平台隔離,並保護整體系統免於崩潰。此外,AI模型還可以促進基於區塊鏈的智能物聯網網絡的穩健性和可擴展性。本書旨在成為大學圖書館、學術機構、研究與開發中心、資訊技術中心以及任何對AI與物聯網整合感興趣的機構的首選參考書籍。本書的目標讀者包括本科生(UG)/研究生(PG)、該領域的博士生、行業技術專家、年輕企業家、專業人士、網絡設計師、數據科學家、技術專家、實踐者,以及對探索AI和區塊鏈技術在物聯網系統中的角色感興趣的人士。