Artificial Intelligence and Cyber Security in Industry 4.0
暫譯: 工業4.0中的人工智慧與網路安全
Sarveshwaran, Velliangiri, Chen, Joy Iong-Zong, Pelusi, Danilo
相關主題
商品描述
This book provides theoretical background and state-of-the-art findings in artificial intelligence and cybersecurity for industry 4.0 and helps in implementing AI-based cybersecurity applications. Machine learning-based security approaches are vulnerable to poison datasets which can be caused by a legitimate defender's misclassification or attackers aiming to evade detection by contaminating the training data set. There also exist gaps between the test environment and the real world. Therefore, it is critical to check the potentials and limitations of AI-based security technologies in terms of metrics such as security, performance, cost, time, and consider how to incorporate them into the real world by addressing the gaps appropriately. This book focuses on state-of-the-art findings from both academia and industry in big data security relevant sciences, technologies, and applications.
商品描述(中文翻譯)
本書提供了有關工業4.0中人工智慧與網路安全的理論背景及最先進的研究成果，並協助實施基於人工智慧的網路安全應用。基於機器學習的安全方法容易受到毒化數據集的影響，這可能是由於合法防禦者的錯誤分類或攻擊者為了逃避檢測而污染訓練數據集所造成的。此外，測試環境與現實世界之間也存在差距。因此，檢查基於人工智慧的安全技術在安全性、性能、成本、時間等指標上的潛力和限制至關重要，並考慮如何通過適當解決這些差距將其納入現實世界。本書專注於來自學術界和業界在大數據安全相關科學、技術和應用方面的最先進研究成果。
作者簡介
Dr. Velliangiri Sarveshwaran obtained his bachelor's degree in computer science and engineering from Anna University, Chennai. Master in Computer Science and Engineering from Karpagam University, Coimbatore, and Doctor of Philosophy in Information and Communication Engineering from Anna University, Chennai. Currently, he is working as an assistant professor at the SRM Institute of Science and Technology, Kattankulathur Campus, Chennai. He was a member of the Institute of Electrical and Electronics Engineers (IEEE) and the International Association of Engineers (IAENG). He was the reviewer of IEEE Transactions, Elsevier, Springer, Inderscience, and other reputed Scopus-indexed journals. He is specialized in network security and optimization techniques. He published in more than 30 international journals and presented at more than 10 international conferences. He also serves as a technical program committee chair and conference chair at many international conferences. He also serves as an area editor for the EAI Endorsed Journal of Energy Web and an academic editor in the Journal of Wireless Communication and Mobile Computing.
Joy Iong-Zong Chen was born in Taichung Taiwan. He received his B.Sc., degrees in Electronics Engineering from the National Taiwan Technical University, Taipei, Taiwan, and M.Sc., degrees in Electrical Engineering from the Dayeh University, Chunghua, Taiwan, in 1985 and 1995, respectively, and Ph.D. degrees in Electrical Engineering from the National Defense University, Tao-Yuan, Taiwan, in 2001. He is currently a full professor at the Department of Communication Engineering at Dayeh University in Changhua Taiwan. Before joining Dayeh University, he worked as a Technical Manager at the Control Data Company (Taiwan branch) from Sep. 1985 to Sep. 1996. His research interests include wireless communications, spread spectrum technical, MIMO systems, OFDM systems, and wireless sensor networks. Dr. Joy I.-Z. Chen has published a large number of SCI/EI Journal papers on the issues addressed by the physical layer for wireless communication systems. Moreover, he also majors in developing some applications of the IOT (Internet of Things) techniques and Dr. Joy I.-Z.Chen owned some patents authorized by the Taiwan Intellectual Property Office (TIPO). Dr Joy I.-Z. Chen has ever been serving as many important positions in International Conferences.
Danilo Pelusi received a PhD in Computational Astrophysics from the University of Teramo, Italy. He is an Associate Professor at the Department of Communication Sciences, University of Teramo. Editor of books in Springer and Elsevier, he is/was an Associate Editor of IEEE Transactions on Emerging Topics in Computational Intelligence, IEEE Access and International Journal of Machine Learning and Cybernetics. Guest editor for Elsevier, Springer and Inderscience journals and keynote speaker in several IEEE conferences, he belongs to the editorial board member of many journals. His research interests include Fuzzy Logic, Neural Networks, Information Theory, Machine Learning and Evolutionary Algorithms. Dr Danilo Pelusi is an editor of Neuroscience Informatics.
作者簡介(中文翻譯)
Dr. Velliangiri Sarveshwaran 取得了印度金奈安娜大學的計算機科學與工程學士學位，並在印度科印巴托的卡爾帕甘大學獲得計算機科學與工程碩士學位，隨後在金奈安娜大學獲得信息與通信工程的哲學博士學位。目前，他在金奈的SRM科學與技術學院卡坦庫拉圖爾校區擔任助理教授。他曾是電氣與電子工程師學會（IEEE）和國際工程師協會（IAENG）的成員。他曾擔任IEEE Transactions、Elsevier、Springer、Inderscience及其他知名的Scopus索引期刊的審稿人。他專注於網絡安全和優化技術，已在30多本國際期刊上發表論文，並在10多個國際會議上進行報告。他還擔任多個國際會議的技術程序委員會主席和會議主席，並擔任EAI認可的能源網期刊的區域編輯，以及《無線通信與移動計算期刊》的學術編輯。
Joy Iong-Zong Chen 出生於台灣台中。他於1985年和1995年分別在國立台灣科技大學獲得電子工程學士學位和在大葉大學獲得電機工程碩士學位，並於2001年在國防醫學院獲得電機工程博士學位。目前，他是大葉大學通訊工程系的正教授。在加入大葉大學之前，他曾在控制數據公司（台灣分公司）擔任技術經理，任職時間為1985年9月至1996年9月。他的研究興趣包括無線通信、擴頻技術、MIMO系統、OFDM系統和無線感測網絡。陳博士在無線通信系統的物理層問題上發表了大量的SCI/EI期刊論文。此外，他還專注於開發物聯網（IOT）技術的一些應用，並擁有由台灣智慧財產局（TIPO）授權的多項專利。陳博士曾在多個國際會議中擔任重要職位。
Danilo Pelusi 於意大利特拉莫大學獲得計算天體物理學博士學位。他是特拉莫大學通訊科學系的副教授。他是Springer和Elsevier書籍的編輯，曾擔任IEEE Transactions on Emerging Topics in Computational Intelligence、IEEE Access和International Journal of Machine Learning and Cybernetics的副編輯。他還是Elsevier、Springer和Inderscience期刊的客座編輯，並在多個IEEE會議上擔任主題演講者，屬於多本期刊的編輯委員會成員。他的研究興趣包括模糊邏輯、神經網絡、信息理論、機器學習和進化算法。Danilo Pelusi博士是《神經科學信息學》的編輯。
