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商品描述
This book discusses accountability and privacy in network security from a technical perspective, providing a comprehensive overview of the latest research, as well as the current challenges and open issues. Further, it proposes a set of new and innovative solutions to balance privacy and accountability in networks in terms of their content, flow and service, using practical deep learning techniques for encrypted traffic analysis and focusing on the application of new technologies and concepts. These solutions take into account various key components (e.g. the in-network cache) in network architectures and adopt the emerging blockchain technique to ensure the security and scalability of the proposed architectures. In addition, the book examines in detail related studies on accountability and privacy, and validates the architectures using real-world datasets.
Presenting secure and scalable solutions that can detect malicious behaviors in the network in a timely manner without compromising user privacy, the book offers a valuable resource for undergraduate and graduate students, researchers, and engineers working in the fields of network architecture and cybersecurity.
商品描述(中文翻譯)
這本書從技術角度探討了網路安全中的責任感和隱私問題，提供了最新研究的全面概述，以及當前的挑戰和未解決的問題。此外，它提出了一套新的創新解決方案，以平衡網路中的隱私和責任感，涵蓋內容、流量和服務，並使用實用的深度學習技術進行加密流量分析，專注於新技術和概念的應用。這些解決方案考慮了網路架構中的各種關鍵組件（例如，網路內快取），並採用了新興的區塊鏈技術，以確保所提議架構的安全性和可擴展性。此外，本書詳細檢視了與責任感和隱私相關的研究，並使用真實世界數據集驗證這些架構。
本書提供了安全且可擴展的解決方案，能夠及時檢測網路中的惡意行為，而不妨礙用戶隱私，對於在網路架構和網路安全領域工作的本科生、研究生、研究人員和工程師來說，都是一個寶貴的資源。
作者簡介
Yulei Wu is a Senior Lecturer with the Department of Computer Science, College of Engineering, Mathematics and Physical Sciences, University of Exeter, UK. He received his B.Sc. degree (1st Class Hons.) in Computer Science and his Ph.D. degree in Computing and Mathematics from the University of Bradford, UK, in 2006 and 2010, respectively. His expertise is on networking, and his main research interests include computer networks, networked systems, software-defined networks and systems, network management, and network security and privacy. Dr. Wu contributes to major conferences on networking and networked systems as various roles, including Steering Committee Chair, General Chair, and Program Chair. His research has been supported by Engineering and Physical Sciences Research Council of UK, National Natural Science Foundation of China, and University's Innovation Platform and industry. He is an Editor of IEEE Transactions on Network and Service Management, Computer Networks (Elsevier), and IEEE Access. He is a Senior Member of the IEEE and a Fellow of the HEA (Higher Education Academy).
Jingguo Ge is currently a Professor at the Institute of Information Engineering, Chinese Academy of Sciences, and at the School of Cyber Security, University of the Chinese Academy of Sciences. He received his Ph.D. degree in Computer System Architecture from the Institute of Computing Technology, Chinese Academy of Sciences, in 2003. His research interests include computer network architectures, software-defined networks, network virtualization, cybersecurity, and mobile communication networks.
作者簡介(中文翻譯)
馬宇翔是河南大學計算機與信息工程學院的副教授。他於2013年獲得河南大學網路工程學士學位，並於2019年在中國科學院計算機網路信息中心獲得計算機架構博士學位。他的研究興趣包括計算機網路架構與協議、網路安全以及隱私增強技術。他已發表超過10篇研究論文。
吳宇雷是英國埃克塞特大學工程、數學與物理科學學院計算機科學系的高級講師。他於2006年和2010年分別在英國布拉德福德大學獲得計算機科學學士學位（一級榮譽）和計算與數學博士學位。他的專長在於網路，主要研究興趣包括計算機網路、網路系統、軟體定義網路與系統、網路管理以及網路安全與隱私。吳博士在網路與網路系統的主要會議中擔任各種角色，包括指導委員會主席、總主席和程序主席。他的研究得到了英國工程與物理科學研究委員會、中國國家自然科學基金以及大學創新平台和產業的支持。他是《IEEE網路與服務管理期刊》、《計算機網路》（Elsevier）和《IEEE Access》的編輯。他是IEEE的高級會員及高等教育學院（HEA）的院士。
葛景國目前是中國科學院信息工程研究所和中國科學院網路安全學院的教授。他於2003年在中國科學院計算技術研究所獲得計算機系統架構博士學位。他的研究興趣包括計算機網路架構、軟體定義網路、網路虛擬化、網路安全以及移動通信網路。
