Cognitive Security for Industrial IoT: AI-Driven Approaches to Industry 4.0
暫譯: 工業物聯網的認知安全：驅動AI的工業4.0方法
Jha, Sudan, Solanki, Vijender Kumar, Dawson, Maurice E.
商品描述
Industry 4.0, marked by the integration of cyber-physical systems, automation, and smart manufacturing, has greatly enhanced the intricacy and interconnectedness of industrial operations. Industrial Internet of Things (IIoT) systems allow for smooth communication and collaboration among machines, devices, and sensors, enabling real-time monitoring, data collection, and decision-making. As a result, this increased connectivity leaves IIoT networks vulnerable to a wider array of cyber threats, underscoring the need for more advanced security protocols.
Cognitive Security for Industrial IoT AI-Driven Approaches to Industrial 4.0 examines cognitive security principles for Industrial IoT environments, emphasizing artificial intelligence (AI) and machine learning (ML) in security measures. This book provides practical case studies and real-world examples while addressing the unique security challenges inherent in Industry 4.0 technologies. Key focus areas include predictive maintenance, proactive threat mitigation, behavioral analytics, emerging trends, and best practices for implementing cognitive security in industrial environments.
This comprehensive resource explores cutting-edge trends and future prospects in IIoT security, including quantum-resilient technologies and decentralized security frameworks. Readers will find step-by-step guidelines and proven best practices for implementing cognitive security in industrial settings. This practical approach equips both practitioners and organizations to effectively combat evolving cyber threats, making it an invaluable resource for staying ahead in cybersecurity's rapidly changing landscape.
商品描述(中文翻譯)
工業4.0以網路物聯網（IIoT）系統的整合、自動化和智慧製造為特徵，極大地增強了工業運作的複雜性和互聯性。工業物聯網系統允許機器、設備和感測器之間進行順暢的通信與協作，實現即時監控、數據收集和決策。因此，這種增強的連接性使得IIoT網絡面臨更廣泛的網路威脅，突顯出對更先進安全協議的需求。
《工業物聯網的認知安全：驅動工業4.0的AI方法》探討了工業物聯網環境中的認知安全原則，強調人工智慧（AI）和機器學習（ML）在安全措施中的應用。本書提供了實用的案例研究和真實世界的範例，同時針對工業4.0技術固有的獨特安全挑戰進行探討。主要關注的領域包括預測性維護、主動威脅緩解、行為分析、新興趨勢以及在工業環境中實施認知安全的最佳實踐。
這本全面的資源探討了IIoT安全中的前沿趨勢和未來展望，包括量子抗性技術和去中心化安全框架。讀者將找到逐步指導和經過驗證的最佳實踐，以在工業環境中實施認知安全。這種實用的方法使從業者和組織能夠有效應對不斷演變的網路威脅，成為在快速變化的網路安全環境中保持領先的寶貴資源。
作者簡介
Sudan Jha is a Professor in the Department of Computer Science and Engineering at Kathmandu University, Nepal, with over 23 years of teaching, research, and industrial experience as a senior IEEE member. He leads research at the IoT R&D lab at Kathmandu University and previously served as Technical Director at Nepal Television, Principal at Nepal College of IT, and Individual Consultant at Nepal Telecom Authority. Prof. Jha has published 80+ research papers and book chapters, serves as Co-Editor-in-Chief of an international journal, and holds three patents. He has authored and edited 6 books on IoT, 5G, and AI, secured funding for two international projects, and delivered keynote presentations at over 40 international conferences. His certifications include Microservices Architecture, Data Science, and Foundations of Artificial Intelligence, with research interests in Quality of Services in IoT-enabled devices, Neutrosophic Theory, and Neutrosophic Soft Set Systems.
Vijender Kumar Solanki is an Associate Professor in the Department of Artificial Intelligence & Data Science at the Stanley College of Engineering and Technology for Women, Hyderabad, TG, India, bringing over 10 years of academic experience in network security, IoT, Big Data, Smart City, and IT as a Senior Member of IEEE and an ACM member. Dr. Solanki has authored or co-authored more than 50 research articles published in various journals, books, and conference proceedings, and has edited or co-edited 14 books and conference proceedings in soft computing. He received his Ph.D. in Computer Science and Engineering from Anna University, Chennai, India, in 2017, an ME and 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. Dr. Solanki serves as a Book Series Editor with CRC Press, Taylor & Francis Group, and is part of the Editorial Board for various international journals. and has been a guest editor with many other publishers.
Maurice E. Dawson is an Associate Professor of Information Technology and Management and Director of the Center for Cyber Security and Forensics Education at Illinois Institute of Technology, Chicago, USA. He is a prominent figure in cybersecurity, information technology, and data science with a career spanning several decades of significant contributions to academia, research, and industry. Dr. Dawson is widely recognized for his groundbreaking research in cybersecurity, data science, and digital forensics, addressing critical issues such as cyber threats, data breaches, and digital asset protection through numerous projects that bridge academia and industry. His collaborations with leading tech companies, government agencies, and research institutions have resulted in real-world impact solutions, earning him prestigious recognition, including the Fulbright Scholar Award. As an accomplished author, Dr. Dawson has published extensively in reputable academic journals, authored books, and contributed to numerous conference proceedings covering topics from cybersecurity risk management to data analytics and digital forensics.
作者簡介(中文翻譯)
Sudan Jha 是尼泊爾加德滿都大學計算機科學與工程系的教授，擁有超過23年的教學、研究和工業經驗，並且是IEEE的高級會員。他在加德滿都大學的物聯網研發實驗室領導研究，曾擔任尼泊爾電視台的技術總監、尼泊爾資訊科技學院的院長，以及尼泊爾電信管理局的個人顧問。Jha教授已發表80多篇研究論文和書籍章節，擔任國際期刊的共同主編，並持有三項專利。他撰寫和編輯了6本有關物聯網、5G和人工智慧的書籍，為兩個國際項目獲得資金，並在40多個國際會議上發表主題演講。他的認證包括微服務架構、數據科學和人工智慧基礎，研究興趣包括物聯網設備的服務質量、中立理論和中立軟集系統。
Vijender Kumar Solanki 是印度海得拉巴斯坦利工程與技術學院人工智慧與數據科學系的副教授，擁有超過10年的學術經驗，專注於網絡安全、物聯網、大數據、智慧城市和資訊科技，並且是IEEE的高級會員和ACM會員。Solanki博士已撰寫或共同撰寫超過50篇研究文章，發表於各種期刊、書籍和會議論文集中，並編輯或共同編輯了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博士學位，於2007年和2004年分別在印度哈里亞納邦的馬哈里希·戴亞南德大學獲得碩士學位（ME）和計算機應用碩士學位（MCA），並於2001年在印度哈里亞納邦的JLN政府學院獲得科學學士學位。Solanki博士擔任CRC Press、Taylor & Francis Group的書籍系列編輯，並參與多個國際期刊的編輯委員會，並曾擔任多家其他出版商的客座編輯。
Maurice E. Dawson 是美國伊利諾伊理工學院信息技術與管理的副教授，並擔任網絡安全與取證教育中心的主任。他在網絡安全、信息技術和數據科學領域是一位傑出人物，擁有數十年的學術、研究和工業貢獻。Dawson博士因其在網絡安全、數據科學和數字取證方面的開創性研究而廣受認可，針對網絡威脅、數據洩露和數字資產保護等關鍵問題進行了多個項目，架起了學術界與工業界的橋樑。他與領先科技公司、政府機構和研究機構的合作，產生了實際影響的解決方案，並獲得了包括富布賴特學者獎在內的多項榮譽。作為一位成功的作者，Dawson博士在知名學術期刊上發表了大量文章，撰寫了書籍，並為涵蓋從網絡安全風險管理到數據分析和數字取證的多個會議論文集做出了貢獻。
