Handbook of Security and Privacy of AI-Enabled Healthcare Systems and Internet of Medical Things
暫譯: 人工智慧驅動的醫療系統與醫療物聯網安全與隱私手冊
Imoize, Agbotiname Lucky, Balas, Valentina Emilia, Solanki, Vijender Kumar
相關主題
商品描述
The fast-growing number of patients suffering from various ailments has overstretched the carrying capacity of traditional healthcare systems. This handbook addresses the increased need to tackle security issues and preserve patients' privacy concerns in Artificial Intelligence of Medical Things (AIoMT) devices and systems.
Handbook of Security and Privacy of AI-Enabled Healthcare Systems and the Internet of Medical Things provides new insights into the deployment, application, management, and benefits of AIoMT by examining real-world scenarios. The handbook takes a critical look at existing security designs and offers solutions to revamp traditional security architecture, including the new design of effi cient intrusion detection algorithms, attack prevention techniques, and both cryptographic and noncryptographic solutions. The handbook goes on to discuss the critical security and privacy issues that affect all parties in the healthcare ecosystem and provides practical AI-based solutions.
This handbook offers new and valuable information that will be highly beneficial to educators, researchers, and others.
商品描述(中文翻譯)
快速增長的各類疾病患者數量已超出傳統醫療系統的承載能力。本手冊針對在醫療物聯網(AIoMT)設備和系統中解決安全問題及保護患者隱私的需求進行了探討。
《AI驅動醫療系統及醫療物聯網的安全與隱私手冊》提供了有關AIoMT的部署、應用、管理和效益的新見解,通過檢視現實世界的案例來進行分析。本手冊對現有的安全設計進行了批判性評估,並提供了改進傳統安全架構的解決方案,包括高效入侵檢測算法的新設計、攻擊預防技術,以及加密和非加密解決方案。本手冊還討論了影響醫療生態系統中所有參與者的關鍵安全和隱私問題,並提供了實用的基於AI的解決方案。
本手冊提供了新的且有價值的信息,對教育工作者、研究人員及其他相關人士將非常有益。
作者簡介
Agbotiname Lucky Imoize - (Senior Member, IEEE) is a Lecturer in the Department of Electrical and Electronics Engineering at the University of Lagos, Nigeria. He received his B.Eng (Honours) in Electrical and Electronics Engineering from Ambrose Alli University, Nigeria in 2008, and his M.Sc in Electrical and Electronics Engineering - Communication Engineering from the University of Lagos, Nigeria in 2012. Before joining the University of Lagos, he was a Lecturer at Bells University of Technology, Nigeria. He worked as a core network products manager at ZTE Corporation, Nigeria, from 2011-2012, and as a Network Switching Subsystem Engineer at Globacom, Nigeria, from 2012-2017. Dr. Imoize was awarded the Fulbright Fellowship as a Visiting Research Scholar at the Wireless@VT Lab in the Bradley Department of Electrical and Computer Engineering, Virginia Tech, USA, where he worked under the supervision of Prof. R. Michael Buehrer from 2017-2018. He is currently a Research Scholar at Ruhr University Bochum, Germany, under the Nigerian Petroleum Technology Development Fund (PTDF) and the German Academic Exchange Service (DAAD) through the Nigerian-German Postgraduate Program. He is a Registered Engineer with the Council for the Regulation of Engineering in Nigeria (COREN) and a Nigerian Society of Engineers (NSE) member. He has co-edited one book and coauthored over 80 wireless communication papers in peer-reviewed journals. His research interests are 6G wireless communication, Artificial Intelligence, and the Internet of Things.
Valentina Emilia Balas is currently a Full Professor in the Department of Automatics and Applied Software at the Faculty of Engineering, Aurel Vlaicu University of Arad, Romania. She holds a Ph.D. Cum Laude, in Applied Electronics and Telecommunications from the Polytechnic University of Timisoara. Dr. Balas is the author of more than 350 research papers in refereed journals and international conferences. She is the Editor-in-Chief of the International Journal of Advanced Intelligence Paradigms (IJAIP) and the International Journal of Computational Systems Engineering (IJCSysE), a member in the Editorial Board of several national and international journals. Dr. Balas is the director of the Intelligent Systems Research Centre at Aurel Vlaicu University of Arad and the Director of the Department of International Relations, Programs, and Projects at the same university. Her research interests are in Intelligent Systems, Fuzzy Control, Soft Computing, Smart Sensors, Information Fusion, Modeling, and Simulation.
Vijender Kumar Solanki, Ph.D. is an Associate Professor in Computer Science & Engineering, CMR Institute of Technology (Autonomous), Hyderabad, TS, India. He has more than 15 years of academic experience in network security, IoT, Big Data, Smart City, and IT. Prior to his current role, he was associated with Apeejay Institute of Technology, Greater Noida, UP, KSRCE (Autonomous) Institution, Tamilnadu, India, and the Institute of Technology & Science, Ghaziabad, UP, India. He has authored or co-authored more than 50 research articles that are published in various journals, books, and conference proceedings. He has edited or co-edited 14 books and conference proceedings in the area of soft computing. He received his Ph.D. in Computer Science and Engineering from Anna University, Chennai, India in 2017 and ME, MCA from Maharishi Dayanand University, Rohtak, Haryana, India in 2007 and 2004, respectively, and a bachelor's degree in Science from JLN Government College, Faridabad Haryana, India in 2001. He is also the Series Editor of Internet of Everything (IoE): Security and Privacy Paradigm, CRC Press, Taylor & Francis Group, USA; Artificial Intelligence (AI): Elementary to Advanced Practices Series, CRC Press, Taylor & Francis Group, USA; IT, Management & Operations Research Practices, CRC Press, Taylor & Francis Group, USA; and Computational Intelligence and Management Science Paradigm, (Focus Series) CRC Press, Taylor & Francis Group, USA.
Cheng-Chi Lee received his Ph.D. degree in Computer Science from National Chung Hsing University (NCHU), Taiwan, in 2007. He is currently a Distinguished Professor with the Department of Library and Information Science at Fu Jen Catholic University. Dr. Lee is currently an editorial board member of many journals. Dr. Lee has published over 200 scientific articles on the above research fields in international journals and conferences. He is a member of IEEE, the Chinese Cryptology and Information Security Association (CCISA), the Library Association of The Republic of China, and the ROC Phi Tau Phi Scholastic Honor Society. His current research interests include data security, cryptography, network security, mobile communications and computing, and wireless communications.
Mohammad S. Obaidat (Fellow of IEEE, Fellow of SCS, and Fellow of AAIA) is an internationally known academic, researcher, scientist, and scholar. He received his Ph.D. degree in Computer Engineering with a minor in Computer Science from The Ohio State University, Columbus, USA. He has published 1,200 refereed technical articles with about half of them in journals, over 100 books, and about 70 book chapters. He is the Editor-in-Chief of 3 scholarly journals and an editor of many other international journals. He is the founder or co-founder of 5 International Conferences and has chaired over 180 international conferences and has given over 180 keynote speeches worldwide. He has served as ABET/CSAB evaluator and is on IEEE CS Fellow Evaluation Committee.
作者簡介(中文翻譯)
Agbotiname Lucky Imoize - (資深會員, IEEE) 是尼日利亞拉哥斯大學電氣與電子工程系的講師。他於2008年在尼日利亞安布羅斯阿利大學獲得電氣與電子工程的榮譽學士學位,並於2012年在尼日利亞拉哥斯大學獲得電氣與電子工程 - 通信工程的碩士學位。在加入拉哥斯大學之前,他曾在尼日利亞貝爾斯科技大學擔任講師。他於2011年至2012年在中興通訊(ZTE Corporation)擔任核心網絡產品經理,並於2012年至2017年在尼日利亞Globacom擔任網絡交換子系統工程師。Imoize博士曾獲得富布賴特獎學金,作為訪問研究學者在美國維吉尼亞理工大學布拉德利電氣與計算機工程系的Wireless@VT實驗室工作,指導教授為R. Michael Buehrer,時間為2017年至2018年。他目前是德國魯爾大學波鴻的研究學者,受尼日利亞石油技術發展基金(PTDF)和德國學術交流服務(DAAD)資助,通過尼日利亞-德國研究生計劃進行研究。他是尼日利亞工程師監管委員會(COREN)註冊工程師及尼日利亞工程師協會(NSE)會員。他共同編輯了一本書籍,並在同行評審的期刊上共同撰寫了超過80篇無線通信論文。他的研究興趣包括6G無線通信、人工智慧和物聯網。
Valentina Emilia Balas目前是羅馬尼亞阿拉德奧雷爾·弗拉伊庫大學自動化與應用軟體系的全職教授。她擁有蒂米什瓦拉理工大學的應用電子學與電信的優等博士學位。Balas博士在同行評審的期刊和國際會議上發表了超過350篇研究論文。她是《國際先進智慧範式期刊》(IJAIP)和《國際計算系統工程期刊》(IJCSysE)的主編,並且是多本國內外期刊的編輯委員會成員。Balas博士是阿拉德奧雷爾·弗拉伊庫大學智能系統研究中心的主任,以及該大學國際關係、計劃和項目部門的主任。她的研究興趣包括智能系統、模糊控制、軟計算、智能感測器、信息融合、建模和模擬。
Vijender Kumar Solanki博士是印度海得拉巴CMR技術學院(自主)計算機科學與工程的副教授。他在網絡安全、物聯網、大數據、智慧城市和資訊技術方面擁有超過15年的學術經驗。在目前的職位之前,他曾在印度大諾伊達的Apeejay技術學院、泰米爾納德邦的KSRCE(自主)機構以及印度加茲亞巴德的科技與科學學院任職。他已發表或共同發表超過50篇研究文章,這些文章發表在各種期刊、書籍和會議論文集中。他編輯或共同編輯了14本有關軟計算的書籍和會議論文集。他於2017年在印度金奈的安娜大學獲得計算機科學與工程的博士學位,並於2007年和2004年分別在印度哈里亞納邦的馬哈里希·達亞南德大學獲得碩士學位(ME)和計算機應用(MCA)學位,以及於2001年在印度哈里亞納邦的JLN政府學院獲得科學學士學位。他還是《萬物互聯(IoE):安全與隱私範式》(CRC Press, Taylor & Francis Group, USA)、《人工智慧(AI):從初級到高級實踐系列》(CRC Press, Taylor & Francis Group, USA)、《資訊技術、管理與運營研究實踐》(CRC Press, Taylor & Francis Group, USA)以及《計算智能與管理科學範式》(專題系列,CRC Press, Taylor & Francis Group, USA)的系列編輯。
李政基於2007年在台灣國立中興大學獲得計算機科學博士學位。他目前是輔仁大學圖書資訊學系的特聘教授。李博士目前是多本期刊的編輯委員會成員。他在國際期刊和會議上發表了超過200篇科學文章,研究領域包括數據安全、密碼學、網絡安全、移動通信與計算以及無線通信。他是IEEE、台灣密碼學與資訊安全協會(CCISA)、中華民國圖書館學會及中華民國Phi Tau Phi學術榮譽學會的會員。
Mohammad S. Obaidat(IEEE Fellow、SCS Fellow及AAIA Fellow)是一位國際知名的學者、研究者和科學家。他在美國俄亥俄州立大學獲得計算機工程博士學位,並輔修計算機科學。他已發表1,200篇同行評審的技術文章,其中約一半發表在期刊上,並出版了超過100本書籍和約70章書籍。他是3本學術期刊的主編,並擔任多本國際期刊的編輯。他是5個國際會議的創始人或共同創始人,並主持了超過180個國際會議,並在全球發表了超過180場主題演講。他曾擔任ABET/CSAB評估員,並在IEEE CS Fellow評估委員會任職。