Advances in Cyber Security and Intelligent Analytics
暫譯: 網路安全與智慧分析的進展
Verma, Abhishek, Kumar, Jitendra, Gaur, Hari Mohan
商品描述
We live in a digital world, where we use digital tools and smart devices to communicate over the Internet. In turn, an enormous amount of data gets generated. The traditional computing architectures are inefficient in storing and managing this massive amount of data. Unfortunately, the data cannot be ignored as it helps businesses to make better decisions, solve problems, understand performance, improve processes, and understand customers. Therefore, we need modern systems capable of handling and managing data efficiently. In the past few decades, many distributed computing paradigms have emerged, and we have noticed a substantial growth in the applications based on such emerging paradigms. Some well-known emerging computing paradigms include cloud computing, fog computing, and edge computing, which have leveraged the increase in the volume of data being generated every second. However, the distributed computing paradigms face critical challenges, including network management and cyber security. We have witnessed the development of various networking models--IoT, SDN, and ICN--to support modern systems requirements. However, they are undergoing rapid changes and need special attention. The main issue faced by these paradigms is that traditional solutions cannot be directly applied to address the challenges. Therefore, there is a significant need to develop improved network management and cyber security solutions. To this end, this book highlights the challenges faced by emerging paradigms and presents the recent developments made to address the challenges. More specifically, it presents a detailed study on security issues in distributed computing environments and their possible solutions, followed by applications of medical IoT, deep learning, IoV, healthcare, etc.
商品描述(中文翻譯)
我們生活在一個數位世界中，使用數位工具和智慧裝置透過互聯網進行溝通。隨之而來的是大量數據的產生。傳統的計算架構在儲存和管理這些龐大數據方面效率低下。不幸的是，這些數據無法被忽視，因為它們幫助企業做出更好的決策、解決問題、了解績效、改善流程以及理解客戶。因此，我們需要能夠有效處理和管理數據的現代系統。在過去幾十年中，許多分散式計算範式相繼出現，我們注意到基於這些新興範式的應用有了顯著增長。一些知名的新興計算範式包括雲計算、霧計算和邊緣計算，這些範式利用了每秒產生的數據量的增加。然而，分散式計算範式面臨著關鍵挑戰，包括網絡管理和網絡安全。我們見證了各種網絡模型的發展——物聯網 (IoT)、軟體定義網絡 (SDN) 和資訊中心網絡 (ICN)——以支持現代系統的需求。然而，它們正在迅速變化，需要特別關注。這些範式面臨的主要問題是，傳統解決方案無法直接應用於解決這些挑戰。因此，迫切需要開發改進的網絡管理和網絡安全解決方案。為此，本書強調了新興範式所面臨的挑戰，並介紹了為應對這些挑戰所做的最新發展。更具體地說，本書詳細研究了分散式計算環境中的安全問題及其可能的解決方案，隨後探討了醫療物聯網、深度學習、車聯網 (IoV)、醫療保健等應用。
作者簡介
Prof. Abhishek Verma is an Assistant Professor in the Department of Computer Science & Engineering at IIIT Jabalpur, India (an institution of national importance). He obtained a Ph.D degree (2020) on the Internet of Things security from the National Institute of Technology Kurukshetra, Haryana, India. He has more than seven years of experience in research and teaching. He has published several research articles in international SCI/SCIE/Scopus journals and conferences of high repute. He is an editorial board member of Research Reports on Computer Science (RRCS) and active review board member of various reputed journals, including IEEE, Springer, Wiley, and Elsevier. His current areas of interest include Information Security, Intrusion Detection, and the Internet of Things.
Dr. Jitendra Kumar is an Assistant Professor in the Department of Computer Applications, National Institute of Technology Tiruchirappalli, Tamil Nādu, India (an institution of national importance) since May 2020. He earned his doctorate in Machine Learning and Cloud Computing from the National Institute of Technology Kurukshetra, Haryana, India in 2019. His research interests include Time Series Forecasting, Machine Learning, Evolutionary Algorithms, Cloud Management, and Optimization. He has authored and published a significant number of research articles in peer-reviewed and indexed journals and conferences of high repute. He has also authored a book on Machine Learning for Cloud Management. He has received three awards including best paper awards in international conferences. He is a senior member of IEEE and a member of several other IEEE societies, including CIS, TCCLD, and SIGHT. He is also a member of ACM and MIR Labs. He is an active review board member of various journals and conferences of repute such as IEEE Transactions on Parallel and Distributed Systems, IEEE Transactions on Computers, IEEE Systems Journal, IEEE Access, IJCNN, FUZZ-IEEE, and CEC.
Dr. Hari Mohan Gaur is currently in the School of Computer Science Engineering and Technology, Bennett University, India. He obtained Ph.D. from National Institute of Technology Kurukshetra, India in the area of Reversible and Quantum Computing. Hari Mohan Gaur has more than 15 years of experience in academic and research where he has also served on roles of administrative capacities. He is a distinguished researcher, well known in Academic Fraternity for his interdisciplinary research in the areas of Quantum Computation, Fault Tolerant Digital Design, IOT and Data Security in Cloud Environment. Dr. Gaur holds the credit of contribution in several quality research journals of international repute. He has received three awards including best paper awards in a peer reviewed international conference. He is a member of IEEE and several other societies of IEEE.
Prof. Vrijendra Singh is presently working as Professor at the Department of Information Technology at Indian Institute of Information Technology, Allahabad. He has over 20-plus years of experience in academics (teaching/training), research & development, and consulting. He has also worked at Dept. of Electrical Engineering, IIT Kanpur; as Senior Project Associate, Ecole Polytechnique Federale de lausanne (EPFL), Switzerland; as Visiting Research Faculty; and consultant to Putera Sampoerna Foundation, Jakarta (2012) for Course curriculum development in IT and allied areas. He has authored over 85 publications in reputed international journals, conference proceedings/book chapters, and edited one book. Currently, he is serving as Chairman, IEEE Computational Intelligence Society, UP Section, India, Advisor to Network Power Solution Enterprise, New Delhi, India, collaborator to NavAjna Technologies Pvt. Ltd., Hyderabad, India, and Consultant to Pragmalytics Technologies, Kochi, India.
Prof. 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 Polytechnic University of Timisoara. Dr. Balas is an author of more than 350 research papers in refereed journals and International Conferences. Her research interests are in Intelligent Systems, Fuzzy Control, Soft Computing, Smart Sensors, Information Fusion, Modeling and Simulation. She is the Editor-in Chief to International Journal of Advanced Intelligence Paradigms (IJAIP) and to International Journal of Computational Systems Engineering (IJCSysE), member in Editorial Board member of several national and international journals and is evaluator expert for national, international projects and Ph.D. Thesis. Dr. Balas is the director of Intelligent Systems Research Centre in Aurel Vlaicu University of Arad and Director of the Department of International Relations, Programs and Projects in the same university. She served as General Chair of the International Workshop Soft Computing and Applications (SOFA) in nine editions organized in the interval 2005-2020 and held in Romania and Hungary. Dr. Balas participated in many international conferences as Organizer, Honorary Chair, Session Chair, member in Steering, Advisory or International Program Committees and Keynote Speaker. Now she is working in a national project with EU funding support: BioCell-NanoART - Novel Bioinspired Cellular Nano-Architectures - For Digital Integrated Circuits, 3M Euro from National Authority for Scientific Research and Innovation. She is a member of European Society for Fuzzy Logic and Technology (EUSFLAT), member of Society for Industrial and Applied Mathematics (SIAM) and a Senior Member IEEE, member in Technical Committee e Fuzzy Systems (IEEE Computational Intelligence Society), Chair of the Task Force 14 in Technical Committee e Emergent Technologies (IEEE CIS), member in Technical Committee e Soft Computing (IEEE SMCS). Dr. Balas was past Vice-president (responsible with Awards) of IFSA - International Fuzzy Systems Association Council (2013-2015), is a Joint Secretary of the Governing Council of Forum for Interdisciplinary Mathematics (FIM) - a Multidisciplinary Academic Body, India, and recipient of the "Tudor Tanasescu" Prize from the Romanian Academy for contributions in the field of soft computing methods (2019).
作者簡介(中文翻譯)
教授 Abhishek Verma 是印度 Jabalpur 的 IIIT 計算機科學與工程系的助理教授（國家重要機構）。他於 2020 年在印度哈里亞納邦的國立技術學院 Kurukshetra 獲得物聯網安全的博士學位。他在研究和教學方面擁有超過七年的經驗。他在國際 SCI/SCIE/Scopus 期刊和高聲譽的會議上發表了多篇研究文章。他是《計算機科學研究報告》（Research Reports on Computer Science, RRCS）的編輯委員會成員，並且是多個知名期刊的活躍審稿委員，包括 IEEE、Springer、Wiley 和 Elsevier。他目前的研究興趣包括資訊安全、入侵檢測和物聯網。
博士 Jitendra Kumar 自 2020 年 5 月以來擔任印度泰米爾納德邦國立技術學院 Tiruchirappalli 計算機應用系的助理教授。他於 2019 年在印度哈里亞納邦的國立技術學院 Kurukshetra 獲得機器學習和雲計算的博士學位。他的研究興趣包括時間序列預測、機器學習、進化演算法、雲管理和優化。他在同行評審和索引的高聲譽期刊及會議上發表了大量研究文章。他還撰寫了一本關於雲管理的機器學習書籍。他獲得了三個獎項，包括國際會議的最佳論文獎。他是 IEEE 的高級會員，並且是多個 IEEE 社團的成員，包括 CIS、TCCLD 和 SIGHT。他也是 ACM 和 MIR Labs 的成員。他是多個知名期刊和會議的活躍審稿委員，如《IEEE 併行與分佈系統期刊》、《IEEE 計算機期刊》、《IEEE 系統期刊》、《IEEE Access》、《IJCNN》、《FUZZ-IEEE》和《CEC》。
博士 Hari Mohan Gaur 目前在印度 Bennett University 的計算機科學工程與技術學院工作。他在可逆計算和量子計算領域獲得了國立技術學院 Kurukshetra 的博士學位。Hari Mohan Gaur 在學術和研究方面擁有超過 15 年的經驗，並曾擔任行政職位。他是一位傑出的研究者，在學術界以其跨學科的研究而聞名，研究領域包括量子計算、容錯數位設計、物聯網和雲環境中的數據安全。Gaur 博士在多個國際知名的高品質研究期刊上發表了多篇文章。他獲得了三個獎項，包括在同行評審的國際會議上的最佳論文獎。他是 IEEE 和多個其他 IEEE 社團的成員。
教授 Vrijendra Singh 目前在印度阿拉哈巴德的印度信息技術學院擔任教授。他在學術（教學/培訓）、研究與開發以及諮詢方面擁有超過 20 年的經驗。他曾在印度理工學院坎普爾的電機工程系工作；擔任瑞士洛桑聯邦理工學院（EPFL）的高級項目助理；擔任訪問研究教員；並於 2012 年擔任雅加達 Putera Sampoerna 基金會的顧問，負責 IT 及相關領域的課程開發。他在知名國際期刊、會議論文集/書籍章節上發表了超過 85 篇出版物，並編輯了一本書。目前，他擔任 IEEE 計算智能學會 UP 區的主席，並擔任印度新德里的 Network Power Solution Enterprise 顧問，與印度海德拉巴的 NavAjna Technologies Pvt. Ltd. 合作，以及印度科欽的 Pragmalytics Technologies 顧問。
教授 Valentina Emilia Balas 目前是羅馬尼亞阿拉德的 'Aurel Vlaicu' 大學自動化與應用軟體系的全職教授。她在提米什瓦拉理工大學獲得應用電子學和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。她的研究興趣包括智能系統、模糊控制、軟計算、智能傳感器、資訊融合、建模和模擬。她是《國際先進智能範式期刊》（International Journal of Advanced Intelligence Paradigms, IJAIP）和《國際計算系統工程期刊》（International Journal of Computational Systems Engineering, IJCSysE）的主編，並且是多個國內外期刊的編輯委員會成員，還擔任國家和國際項目及博士論文的評估專家。Balas 博士是阿拉德 Aurel Vlaicu 大學智能系統研究中心的主任，以及該大學國際關係、計劃和項目的主任。她曾擔任國際研討會「軟計算與應用」（SOFA）的總主席，該會議在 2005 至 2020 年間舉辦了九屆，地點在羅馬尼亞和匈牙利。Balas 博士參加了許多國際會議，擔任組織者、榮譽主席、會議主席、指導委員會、顧問委員會或國際程序委員會成員及主題演講者。她目前正在進行一個獲得歐盟資助的國家項目：BioCell-NanoART - 新型生物啟發的細胞納米架構 - 用於數位集成電路，資金為 300 萬歐元，來自國家科學研究與創新機構。她是歐洲模糊邏輯與技術學會（EUSFLAT）的成員，工業與應用數學學會（SIAM）的成員，以及 IEEE 的高級會員，並在 IEEE 計算智能學會的模糊系統技術委員會中擔任成員，擔任 IEEE CIS 的新興技術技術委員會第 14 工作組的主席，並在 IEEE SMCS 的軟計算技術委員會中擔任成員。Balas 博士曾擔任 IFSA - 國際模糊系統協會理事會的副主席（負責獎項，2013-2015），是印度跨學科數學論壇（FIM）理事會的聯合秘書，並因在軟計算方法領域的貢獻而獲得羅馬尼亞學院的「Tudor Tanasescu」獎（2019）。
