Artificial Intelligence for Cyber Security and Industry 4.0
暫譯: 人工智慧在網路安全與工業4.0中的應用
Sharma, Dinesh, Tomar, Geetam Singh, Jha, Anand
相關主題
商品描述
Artificial Intelligence for Cyber Security and Industry 4.0 offers a comprehensive exploration of the intersection of artificial intelligence (AI) and cyber security, providing readers with a thorough understanding of both the advantages and risks posed by AI technologies in modern industries. Covering a wide array of topics, from data anonymization and intrusion detection to AI's role in cloud security, border surveillance, and healthcare, this book addresses current challenges and proposes innovative solutions. It also highlights ethical concerns related to AI's use in weapon autonomy and border migration. This book is ideal for researchers, industry professionals, policy makers, and students looking to deepen their knowledge of AI's impact on cyber security and its applications in the evolving landscape of Industry 4.0. Through practical insights and forward-thinking discussions, readers will gain a well-rounded perspective on how AI can be leveraged for security while being mindful of emerging risks.
Key Features:
- Explores the dual role of AI in strengthening and threatening cyber security in the context of Industry 4.0.
- Provides an in-depth analysis of AI-driven cyber security techniques, including machine learning-based intrusion detection and data anonymization.
- Investigates the malicious use of AI, addressing both expanded existing threats and the emergence of novel vulnerabilities.
- Discusses advanced software design for privacy preservation in big data environments.
- Covers the use of AI in specific security domains, such as border surveillance, healthcare, and the Internet of Things.
- Highlights AI applications in cloud security, data integrity, and privacy protection.
- Introduces Quantum Machine Learning algorithms and their relevance to cyber security.
- Explores the ethical concerns surrounding AI technologies, particularly in the context of weapon autonomy and border migration.
- Includes real-world scenarios and methodologies, bridging the gap between academic research and industry practice.
- Offers forward-looking insights into the role of AI in future cyber security challenges and solutions.
商品描述(中文翻譯)
《人工智慧在網路安全與工業4.0中的應用》提供了對人工智慧（AI）與網路安全交集的全面探索，使讀者深入了解AI技術在現代產業中所帶來的優勢與風險。本書涵蓋了廣泛的主題，從數據匿名化和入侵檢測到AI在雲安全、邊界監控和醫療保健中的角色，針對當前挑戰提出創新解決方案。它還強調了與AI在武器自主性和邊界移民使用相關的倫理問題。本書非常適合研究人員、業界專業人士、政策制定者和希望深入了解AI對網路安全影響及其在不斷演變的工業4.0環境中應用的學生。透過實用的見解和前瞻性的討論，讀者將獲得關於如何利用AI增強安全性同時注意新興風險的全面視角。
主要特色：
- 探討AI在工業4.0背景下加強與威脅網路安全的雙重角色。
- 提供AI驅動的網路安全技術的深入分析，包括基於機器學習的入侵檢測和數據匿名化。
- 調查AI的惡意使用，處理擴展現有威脅和新型脆弱性的出現。
- 討論在大數據環境中保護隱私的先進軟體設計。
- 涵蓋AI在特定安全領域的應用，如邊界監控、醫療保健和物聯網。
- 強調AI在雲安全、數據完整性和隱私保護中的應用。
- 介紹量子機器學習算法及其與網路安全的相關性。
- 探討圍繞AI技術的倫理問題，特別是在武器自主性和邊界移民的背景下。
- 包括現實世界的情境和方法論，彌合學術研究與業界實踐之間的差距。
- 提供對AI在未來網路安全挑戰和解決方案中的角色的前瞻性見解。
作者簡介
Dr. Dinesh Sharma obtained his Ph.D. in wireless sensor networks with a focus on AI/ML and IOT from Uttarakhand Technical University, Uttarakhand, in 2021. Presently, he serves as an Associate Professor in the Department of Data Science Engineering at Manipal University Jaipur. With a remarkable track record, he has published 7 patents, two of which centers on the intersection of AI and agriculture. Dr. Sharma has been recognized for his exceptional contributions in the academic field. Amity University Madhya Pradesh awarded him the title of Best Faculty in both 2012 and 2019. Moreover, he has consistently been acknowledged as the Best Innovator by the university from 2019 to 2022. These accolades reflect his outstanding prowess in innovation and research.
Dr. Sharma is a Master Trainer of High-Performance Computing. Having published over 15 research papers in esteemed journals such as SCI, Scopus, Web of Sciences, and IEEE, Dr. Sharma has established himself as a prolific author. His expertise has led to numerous invitations as a resource person for various international conferences, seminars, Faculty Development Programs (FDP), webinars, and short-term courses. Additionally, he has actively contributed to the academic community by serving as a Technical Program Committee (TPC) member and reviewer for esteemed journals and international conferences.
Beyond his scholarly pursuits, Dr. Sharma has made significant strides in the realm of software development. He has successfully designed and developed numerous Android and web applications. Under his guidance, several students have secured funding for their projects and received prestigious awards at both the national and international levels. His research interests encompass wireless sensor networks, Internet of Things, AI/ML, and web/android application development. His multifaceted expertise in these domains further enriches his contributions to the academic and technological landscapes.
Prof. Dr. Geetam Singh Tomar holds the position of Director at Rajkiya Engineering College in Sonbhadra, Uttar Pradesh, India. He has obtained his undergraduate, postgraduate, and Ph.D. degrees in electronics engineering from prestigious universities in India. In addition to his role as Director, he also serves as the Principal of Malwa Institute of Technology & Management in Gwalior, India, and as an R&D Advisor at MPCT Group of Colleges, Gwalior.Prof. Dr. Tomar is actively engaged in research and consultancy in various fields, including Wireless Sensor Networks, Advanced Communication Networks, Artificial Intelligence/Machine Learning, Agriculture, and IoT. He regularly participates in international conferences held in India and other countries and has successfully organized over 24 IEEE International conferences (CICN 2009-2023, CSNT 2010-2023).His expertise and knowledge have led him to be appointed as a Visiting Professor at renowned institutions such as Hannam University in Korea, Thapar University in Patiala, and several other prestigious institutes. He has also contributed his services to IIITM and other Institutes of National Importance.In recognition of his academic excellence, Prof. Dr. Tomar received the International Pluto Award in 2009 from Cambridge, UK. Furthermore, he was honored as one of the top 100 academicians in the world in 2009. He has been consistently listed in the World for the years 2008, 2009, and 2010.
Prof. Dr. Tomar actively contributes to the academic community as the Chief Editor of five international journals. He has published more than 150 research papers in esteemed international journals and conferences. Additionally, he has authored ten books, with four of them published by Springer Verlag, Germany.His primary focus lies in promoting and expanding research activities in regions of India where research is currently limited. Prof. Dr. Tomar dedication to advancing knowledge and his contributions to the field have also led him to serve as the Chairman of the IEEE Madhya Pradesh Section.
Mr. Anand Jha
Anand Jha is an Assistant Professor in the Department of Information Technology at Rustamji Institute of Technology (RJIT), located within the Border Security Force (BSF) Academy in Tekanpur, Gwalior, Madhya Pradesh, India. As an academic professional, he is involved in teaching, research, and mentoring students in the field of Information Technology. His specific areas of expertise and research interests include Artificial Intelligence and Machine Learning, Data Science and Analytics etc.
作者簡介(中文翻譯)
迪內什·夏爾馬博士於2021年在烏塔拉坎德技術大學獲得無線感測網路的博士學位，專注於人工智慧/機器學習（AI/ML）和物聯網（IoT）。目前，他擔任賈普爾的馬尼帕爾大學數據科學工程系的副教授。夏爾馬博士擁有卓越的成就，已發表7項專利，其中兩項集中於人工智慧與農業的交集。因其在學術領域的卓越貢獻，夏爾馬博士獲得了多項榮譽。阿米提大學於2012年和2019年授予他最佳教師的稱號。此外，他在2019年至2022年間持續被大學認可為最佳創新者。這些榮譽反映了他在創新和研究方面的卓越才能。
夏爾馬博士是高效能計算的主訓練師。他在SCI、Scopus、Web of Sciences和IEEE等知名期刊上發表了超過15篇研究論文，已建立起豐富的著作紀錄。他的專業知識使他多次受邀擔任各種國際會議、研討會、教師發展計畫（FDP）、網路研討會和短期課程的資源人員。此外，他還積極參與學術社群，擔任技術程序委員會（TPC）成員及知名期刊和國際會議的審稿人。
除了學術追求外，夏爾馬博士在軟體開發領域也取得了顯著進展。他成功設計和開發了多個Android和網頁應用程式。在他的指導下，幾位學生為他們的專案獲得資金並在國內外獲得了多項榮譽獎項。他的研究興趣包括無線感測網路、物聯網、人工智慧/機器學習和網頁/Android應用程式開發。他在這些領域的多元專業知識進一步豐富了他對學術和技術領域的貢獻。
吉塔姆·辛格·托馬教授博士擔任印度烏塔爾邦索恩巴德拉的國立工程學院院長。他在印度的知名大學獲得電子工程的本科、碩士和博士學位。除了院長的職位外，他還擔任印度瓜利奧爾的馬爾瓦科技與管理學院院長，以及MPCT學院集團的研發顧問。托馬教授博士積極參與無線感測網路、高級通訊網路、人工智慧/機器學習、農業和物聯網等多個領域的研究和諮詢。他定期參加在印度及其他國家舉行的國際會議，並成功組織了超過24場IEEE國際會議（CICN 2009-2023，CSNT 2010-2023）。他的專業知識和經驗使他被任命為韓國漢南大學、印度帕提亞拉的塔帕爾大學及其他多所知名機構的訪問教授。他還為IIITM及其他國家重要機構貢獻了服務。因其學術卓越，托馬教授博士於2009年獲得英國劍橋的國際冥王星獎。此外，他在2009年被評選為全球前100名學者之一，並在2008、2009和2010年持續入選全球名單。
托馬教授博士作為五本國際期刊的主編，積極貢獻於學術社群。他在知名國際期刊和會議上發表了超過150篇研究論文。此外，他還著作了十本書籍，其中四本由德國Springer Verlag出版。他的主要重點在於促進和擴展印度研究活動相對有限的地區的研究。托馬教授博士對推進知識的奉獻及其對該領域的貢獻，使他擔任IEEE中部邦分會的主席。
安南德·賈博士
安南德·賈是印度中部邦瓜利奧爾的邊境安全部隊學院（BSF）內的魯斯塔姆吉科技學院（RJIT）資訊科技系的助理教授。作為一名學術專業人士，他參與資訊科技領域的教學、研究和學生輔導。他的專業領域和研究興趣包括人工智慧和機器學習、數據科學和分析等。
