Intelligent Security Solutions for Cyber-Physical Systems
Sood, Vandana Mohindru, Singh, Yashwant, Bhargava, Bharat
相關主題
商品描述
A cyber-physical system (CPS) is a computer system in which a mechanism is controlled or monitored by computer-based algorithms and involves transdisciplinary approaches, merging theories of cybernetics, mechatronics, design, and process science. This text mainly concentrates on offering a foundational theoretical underpinning, and a comprehensive and coherent review of intelligent security solutions for cyber-physical systems.
Features: - Provides an overview of cyber-physical systems (CPSs) along with security concepts like attack detection methods, cyber-physical systems failures, and risk identification and management.
- Showcases cyber-physical systems (CPSs) security solutions, lightweight cryptographic solutions, and CPS forensics, etc.
- Emphasizes machine learning methods for behavior-based intrusion detection in cyber-physical systems (CPSs), resilient machine learning for networked CPS, fog computing industrial CPS, etc.
- Elaborates classification of network abnormalities in Internet of Things-based cyber-physical systems (CPSs) using deep learning.
- Includes case studies and applications in the domain of smart grid systems, industrial control systems, smart manufacturing, social network and gaming, electric power grid and energy systems, etc.
商品描述(中文翻譯)
一個「電腦物理系統（CPS）」是一個由電腦算法控制或監控的機構，涉及跨學科的方法，結合了控制論、機電一體化、設計和過程科學的理論。本文主要集中於提供基礎的理論基礎，以及對CPS智能安全解決方案的全面和一致的評論。
特點：
- 提供了關於CPS的概述，以及攻擊檢測方法、CPS故障和風險識別與管理等安全概念。
- 展示了CPS安全解決方案、輕量級加密解決方案和CPS取證等。
- 強調了基於行為的入侵檢測在CPS中的機器學習方法，以及網絡化CPS、霧計算工業CPS等的強韌機器學習。
- 詳細說明了使用深度學習對基於物聯網的CPS中的網絡異常進行分類。
- 包括智能電網系統、工業控制系統、智能製造、社交網絡和遊戲、電力網絡和能源系統等領域的案例研究和應用。
作者簡介
Dr. Vandana Mohindru Sood is an Assistant Professor in the Department of Computer Science and Engineering (Artificial Intelligence) at Chitkara University Institute of Engineering & Technology, Chitkara University, Punjab, India since 2021. She has more than 11 years of experience in teaching and research. She completed her Ph.D. in Computer Science and engineering from Jaypee University of Information Technology, Himachal Pradesh, India. Dr. Vandana is a renowned researcher in the areas of the Internet of Things, Wireless Sensor Networks, Security, Blockchain, Cryptography, UAV, and Machine Learning. She has published more than thirty technical research papers in leading journals and conferences from IEEE, Elsevier, Springer, etc. She has 376 citations and 13 H-Index. She organized International Conferences and chaired various sessions during the IEEE & Springer conferences. She published 10 utility patents, 4 design patents granted, and edited 3 books.
Prof. Yashwant Singh is a Professor & Head of the Department of Computer Science & Information Technology at the Central University of Jammu since 2017. He completed his Ph.D. at Himachal Pradesh University Shimla. His research interests lie in the Internet of Things, Wireless Sensor Networks, and ICS/SCADA Cyber Security, ranging from theory to design to implementation. He has collaborated actively with researchers in several other disciplines of Computer Science, particularly Machine Learning, Electrical Engineering, and Cyber-Physical Systems. He has served on thirty International Conferences and Workshop Program Committees members. He currently serves as coordinator of Kalam Centre for Science and Technology (KCST), Computational System Security System vertical at Central University of Jammu established by DRDO. Yashwant has published more than 80 research articles in International Journals, International Conferences, and Book Chapters of repute. He has 1468 citations and 20 H-Index. He is executing a Research Project on IoT Vulnerability worth Rs.46.322 Lakhs sponsored by DRDO and another project on Cyber Security worth 12.19 Lakhs sponsored by the National Commission for Women. He is a Visiting Professor at Jan Wyzykowski University, Polkowice, Poland.
Prof. Bharat Bhargava is a professor of the Department of Computer Science with a courtesy appointment in the School of Electrical & Computer Engineering at Purdue University. Professor Bhargava is conducting research on security and privacy issues in distributed systems. Professor Bhargava is a recipient of seven best paper awards at various international computer science conferences. Professor Bhargava is a Fellow of the Institute of Electrical and Electronics Engineers and of the Institute of Electronics and Telecommunication Engineers. He serves on seven editorial boards of international journals. He also served on the IEEE Computer Society on Technical Achievement award and Fellow committees. Professor Bhargava is the founder of the IEEE Symposium on Reliable and Distributed Systems, IEEE Conference on Digital Library, and the ACM Conference on Information and Knowledge Management.
Dr. Sushil Kumar Narang is an Associate Professor and Dean in the Department of Computer Science and Engineering (Artificial Intelligence) at Chitkara University Institute of Engineering & Technology, Chitkara University, Punjab, India. He completed his Ph.D. at Panjab University, Chandigarh, India. His research on "Feature Extraction and Neural Network Classifiers for Optical Character Recognition for Good Quality Handwritten Gurmukhi and Devnagari Characters" focused on various image processing, machine as well as deep learning algorithms. His research interests lie in programming languages, ranging from theory to design to implementation, Image Processing, Data Analytics, and Machine Learning. Dr. Sushil has published technical research papers in leading journals and conferences from IEEE, Elsevier, Springer, etc. He has collaborated actively with researchers in several other disciplines of computer science, particularly Machine Learning on real-world use cases. He is a certified Deep Learning Engineer.
作者簡介(中文翻譯)
Dr. Vandana Mohindru Sood是印度旁遮普邦Chitkara大學工程與技術學院計算機科學與工程（人工智慧）系的助理教授，自2021年起擔任該職位。她在教學和研究方面擁有超過11年的經驗。她在印度Himachal Pradesh的Jaypee資訊技術大學獲得了計算機科學和工程的博士學位。Vandana博士在物聯網、無線感測網絡、安全、區塊鏈、密碼學、無人機和機器學習等領域是一位知名的研究者。她在IEEE、Elsevier、Springer等領先期刊和會議上發表了三十多篇技術研究論文。她的論文被引用376次，H指數為13。她組織了國際會議並主持了IEEE和Springer會議的各種會議。她發表了10項實用專利，獲得了4項設計專利，並編輯了3本書。
Yashwant Singh教授是印度Jammu中央大學計算機科學與信息技術系的教授兼系主任，自2017年起擔任該職位。他在印度Himachal Pradesh大學Shimla完成了博士學位。他的研究興趣涵蓋物聯網、無線感測網絡和ICS/SCADA網絡安全，從理論到設計到實施。他積極與計算機科學的其他學科，特別是機器學習、電氣工程和物理系統的研究人員合作。他曾擔任三十個國際會議和研討會的程序委員會成員。他目前擔任印度國防研究與發展組織（DRDO）成立的Jammu中央大學Kalam科學與技術中心（KCST）計算系統安全垂直協調員。Yashwant在國際期刊、國際會議和有聲望的專書章節上發表了80多篇研究文章。他的論文被引用1468次，H指數為20。他正在執行一項價值46.322萬盧比的DRDO贊助的物聯網漏洞研究項目，以及一項價值12.19萬盧比的國家婦女委員會贊助的網絡安全項目。他還是波蘭Polkowice的Jan Wyzykowski大學的客座教授。
Bharat Bhargava教授是普渡大學計算機科學系的教授，並在電氣與計算機工程學院擔任禮貌職位。Bhargava教授正在研究分散系統中的安全和隱私問題。他在多個國際計算機科學會議上獲得了七項最佳論文獎。Bhargava教授是電氣和電子工程師學會和電子與電信工程師學會的會士。他在七個國際期刊的編輯委員會任職。他還曾擔任IEEE計算機學會的技術成就獎和會士委員會的成員。Bhargava教授是IEEE可靠和分散系統研討會、IEEE數字圖書館會議和ACM信息與知識管理會議的創始人。
Sushil Kumar Narang博士是印度旁遮普邦Chitkara大學工程與技術學院計算機科學與工程（人工智慧）系的副教授和院長。他在印度Panjab大學Chandigarh完成了博士學位。他的研究專注於優質手寫古爾穆基和天城文字符的特徵提取和神經網絡分類器，涉及各種圖像處理、機器學習和深度學習算法。他的研究興趣涵蓋編程語言，從理論到設計到實施，圖像處理，數據分析和機器學習。Sushil博士在IEEE等領先期刊和會議上發表了技術研究論文。
