Artificial Intelligence and Cybersecurity in Healthcare
暫譯: 醫療保健中的人工智慧與網路安全
Agrawal, Rashmi, Rathore, Pramod Singh, Deverajan, Ganesh Gopal
商品描述
Artificial Intelligence and Cybersecurity in Healthcare provides a crucial exploration of AI and cybersecurity within healthcare Cyber Physical Systems (CPS), offering insights into the complex technological landscape shaping modern patient care and data protection.
As technology advances, healthcare has transformed, particularly through the implementation of CPS that integrate the digital and physical worlds, enhancing system efficiency and effectiveness. This increased reliance on technology raises significant security concerns. The book addresses the integration of AI and cybersecurity in healthcare CPS, detailing technological advancements, applications, and the challenges they present.
AI applications in healthcare CPS include remote patient monitoring, AI chatbots for patient assistance, and biometric authentication for data security. AI not only improves patient care and clinical decision-making by analyzing extensive data and optimizing treatment plans, but also enhances CPS security by detecting and responding to cyber threats. Nonetheless, AI systems are susceptible to attacks, emphasizing the need for robust cybersecurity.
Significant issues include the privacy and security of sensitive healthcare data, potential identity theft, and medical fraud from data breaches, alongside ethical concerns such as algorithmic bias. As the healthcare industry becomes increasingly digital and data-driven, integrating AI and cybersecurity measures into CPS is essential. This requires collaboration among healthcare providers, tech vendors, regulatory bodies, and cybersecurity experts to develop best practices and standards.
This book aims to provide a comprehensive understanding of AI, cybersecurity, and healthcare CPS. It explores technologies like augmented reality, blockchain, and the Internet of Things, addressing associated challenges like cybersecurity threats and ethical dilemmas.
商品描述(中文翻譯)
《人工智慧與醫療保健中的網路安全》提供了對醫療保健中的人工智慧（AI）和網路安全在網路物理系統（CPS）中的重要探討，深入了解塑造現代病人護理和數據保護的複雜技術環境。
隨著技術的進步，醫療保健已經發生了變革，特別是通過實施整合數位與實體世界的CPS，提升了系統的效率和效能。對技術的依賴增加引發了重大的安全擔憂。本書探討了AI與醫療保健CPS中網路安全的整合，詳細說明了技術進步、應用及其所帶來的挑戰。
AI在醫療保健CPS中的應用包括遠程病人監控、用於病人協助的AI聊天機器人，以及用於數據安全的生物識別認證。AI不僅通過分析大量數據和優化治療計劃來改善病人護理和臨床決策，還通過檢測和應對網路威脅來增強CPS的安全性。然而，AI系統也容易受到攻擊，這強調了強健網路安全的必要性。
重要的議題包括敏感醫療數據的隱私和安全、潛在的身份盜竊以及因數據洩露而引發的醫療詐騙，還有算法偏見等倫理問題。隨著醫療行業越來越數位化和數據驅動，將AI和網路安全措施整合進CPS中是至關重要的。這需要醫療提供者、技術供應商、監管機構和網路安全專家之間的合作，以制定最佳實踐和標準。
本書旨在提供對AI、網路安全和醫療保健CPS的全面理解。它探討了增強現實、區塊鏈和物聯網等技術，並解決了與之相關的挑戰，如網路安全威脅和倫理困境。
作者簡介
Rashmi Agrawal, PhD, is a professor and the Head of the Department of Computer Applications, Manav Rachna International Institute of Research and Studies, Faridabad, India with 20 years of experience in teaching and research. She is a lifetime member of the Computer Society of India, a senior member of the Institute of Electrical and Electronics Engineers, and a chapter chair and professional member of the Association for Computing Machinery. Alongside her affiliations, she is a series editor, has authored and co-authored over 80 research papers in peer-reviewed national and international journals and conferences, and has four patents to her credit as well as a copyright. Additionally, she has contributed as a keynote speaker at IEEE international conferences, an expert lecturer at professional development events, and a session chair for various international conferences.
Pramod Singh Rathore, PhD, is an assistant professor in the computer science and engineering department at the Aryabhatta Engineering College and Research Centre, Ajmer, Rajasthan, India and is also visiting faculty at the Government University, MDS Ajmer. He has over eight years of teaching experience and more than 45 publications in peer-reviewed journals, books, and conferences. He has also co-authored and edited numerous books with a variety of global publishers, such as the imprint, Wiley-Scrivener.
Ganesh Gopal Devarajan, PhD, is a professor in the Department of Computer Science and Engineering, SRM Institute of Science and Technology, India with more than 17 years of research and teaching experience in computer science and engineering. He has edited many special issues in reputed journals and is a member of the Institute of Electrical and Electronics Engineers, Association for Computing Machinery, and Computer Society of India. His research interests include Internet of Things (IoT), wireless communication, vehicular communication, and big data.
Rajiva Ranjan Divivedi is an assistant professor in the Computer Science and Engineering Department at SRM Institute of Science and Technology, Delhi, India with over six years of teaching and research experience. He holds a Master's Degree in Computer Science and Engineering and has qualified under both the National Testing Agency's National Eligibility Test and the Graduate Aptitude Test in Engineering. His research interests include machine learning, data analytics, and Internet of Things.
作者簡介(中文翻譯)
拉什米·阿格拉瓦爾 (Rashmi Agrawal), PhD, 是印度法里達巴德的馬納夫·拉奇納國際研究與學院計算機應用系的教授及系主任，擁有20年的教學和研究經驗。她是印度計算機學會的終身會員，電氣與電子工程師學會的資深會員，以及計算機協會的分會主席和專業會員。除了她的職務外，她還擔任系列編輯，並在國內外的同行評審期刊和會議上發表了超過80篇研究論文，擁有四項專利及一項著作權。此外，她還作為IEEE國際會議的主題演講者、專業發展活動的專家講師，以及多個國際會議的會議主席。
普拉莫德·辛格·拉索爾 (Pramod Singh Rathore), PhD, 是印度拉賈斯坦邦阿傑梅爾的阿里亞巴塔工程學院及研究中心計算機科學與工程系的助理教授，同時也是MDS阿傑梅爾政府大學的訪問教員。他擁有超過八年的教學經驗，並在同行評審期刊、書籍和會議上發表了超過45篇論文。他還與多家全球出版商（如Wiley-Scrivener）共同編寫和編輯了多本書籍。
甘尼什·戈帕爾·德瓦拉詹 (Ganesh Gopal Devarajan), PhD, 是印度SRM科學與技術研究所計算機科學與工程系的教授，擁有超過17年的計算機科學與工程研究和教學經驗。他編輯了多個知名期刊的特刊，並且是電氣與電子工程師學會、計算機協會和印度計算機學會的成員。他的研究興趣包括物聯網 (IoT)、無線通信、車載通信和大數據。
拉吉瓦·蘭詹·迪維迪 (Rajiva Ranjan Divivedi) 是印度德里的SRM科學與技術研究所計算機科學與工程系的助理教授，擁有超過六年的教學和研究經驗。他擁有計算機科學與工程的碩士學位，並通過了國家測試機構的國家資格考試和研究生工程能力測試。他的研究興趣包括機器學習、數據分析和物聯網。
