Computational Intelligence Applications in Cyber Security
暫譯: 計算智能在網路安全中的應用
Ahmad Khan, Suhel, Faisal, Mohammad, Alharbe, Nawaf
相關主題
商品描述
The book provides a comprehensive overview of cyber security in Industry 5.0, data security in emerging technologies, block chain technology, cloud computing security, evolving IoT and OT threats, and considerable data integrity in healthcare. The impact of security risks on various sectors is explored including artificial intelligence in national security, quantum com-puting for security, and AI-driven cyber security techniques. It explores how cyber security is applied across different areas of human life through computational modeling. The book concludes by presenting a roadmap for securing computing environments, addressing the complex interplay between advanced technologies and emerging security challenges, and offering insights into future trends and innovations for sustainable development.
This book:
- Analyzes the use of AI, support vector machines, and deep learning for dataclassification, vulnerability prediction, and defense.
- Provides insights into data protection for Industry 4.0/5.0, cloud computing, and IoT/OT, focusing on risk mitigation.
- Explores block chain's role in smart nations, financial risk management, and the potential of quantum computing for security.
- Examines AI's applications in national security, including India's AI strategy and securing smart cities.
- Evaluate strategies for data integrity in healthcare, secure IoT platforms, and supply chain cyber security.
The text is primarily written for senior undergraduate, graduate students, and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer engineering, and information technology.
商品描述(中文翻譯)
本書提供了有關工業5.0中的網路安全、新興技術中的數據安全、區塊鏈技術、雲計算安全、演變中的物聯網（IoT）和運營技術（OT）威脅，以及醫療保健中數據完整性的全面概述。探討了安全風險對各個行業的影響，包括國家安全中的人工智慧、量子計算在安全中的應用，以及基於人工智慧的網路安全技術。該書探討了網路安全如何通過計算建模應用於人類生活的不同領域。最後，本書提出了一個保護計算環境的路線圖，解決先進技術與新興安全挑戰之間的複雜相互作用，並提供對可持續發展未來趨勢和創新的見解。
本書：
- 分析了人工智慧、支持向量機和深度學習在數據分類、漏洞預測和防禦中的應用。
- 提供了有關工業4.0/5.0、雲計算和物聯網/運營技術的數據保護見解，重點在於風險緩解。
- 探討了區塊鏈在智慧國家、金融風險管理中的角色，以及量子計算在安全中的潛力。
- 檢視了人工智慧在國家安全中的應用，包括印度的人工智慧策略和智慧城市的安全。
- 評估了醫療保健中的數據完整性策略、安全的物聯網平台和供應鏈網路安全。
該文本主要針對電機工程、電子與通信工程、計算機工程和資訊技術領域的高年級本科生、研究生及學術研究人員撰寫。
作者簡介
Suhel Ahmad Khan is currently working as Assistant Professor in the Department of Computer Science, Indira Gandhi National Tribal University (A Central University), Amarkantak, Madhya Pradesh. He has ten years of teaching and research experience. His research interests include soft-ware engineering, software security, security testing, cyber security, and net-work security. He has completed one major research project with PI funded by UGC, New Delhi. He has published numerous papers in international journals and conferences including IEEE, Elsevier, IGI Global, Springer etc. He is the author of the books entitled Software Security: Concept & Practices and Software Durability: Concept & Practices, published by CRC Press in 2023. Suhel Ahmad Khan is an active member of various profes-sional bodies IAENG, ISOC- USA, IACSIT, and UACEE.
Mohammad Faisal is currently working as Associate Professor and Head of the Department in the Department of Computer Application, Integral University, Lucknow, India. He has more than 15 years of teaching and research experi-ence. His areas of interest are software engineering, requirement volatility, distributed operating system, cyber security, and mobile computing. He has published a book Requirement Risk Management: A Practioner's Approach published by Lambert Academic Publication, Germany, ISBN: 978- 3- 659- 15494- 2. He has published quality research papers in journals, national and international conferences of repute. He is contributing his knowledge and experience as member of Editorial Board/ Advisory committee and TPC in various international journals/ conferences of repute. Mohammad Faisal is an active member of various professional bodies such as IAENG, CSTA, ISOC- USA, EASST, HPC, ISTE, IAENG, and UACEE.
Nawaf Alharbe is currently working as Vice Dean of the Applied College, Badr, Taibah University, Kingdom of Saudi Arabia. He was the Head of the Department of Computing at Taibah University from 2016 to 2019. He completed his PhD degree in Computer Science from the Faculty of Computing, Engineering and Sciences, Staffordshire University, United Kingdom, where he also earned five excellence certificates (during the PhD course 2012- 2015), Saudi Arabian Cultural Bureau, United Kingdom. He has completed one project on Smart Hospital Management Information System for Healthcare Transformation in Saudi Arabia from 2013 to 2016 and one major project is currently running on Health Informatics. Overall, he has authored/ co- authored more than 25 international publications including journal articles, conference proceedings, book chapters, and books. Nawaf Alharbe's research interest focuses on knowledge manage-ment systems in smart healthcare operations using emerging technology such as RFID, ZigBee, Internet of Things (IoT), cloud computing, artificial intelligence and machine learning, big data and data processing, knowledge engineering, knowledge harvesting, and healthcare applications.
Rajeev Kumar is currently working as Associate Professor in the Department of Computer Science & Engineering, Shri Ramswaroop Memorial University, Barabanki, Uttar Pradesh, India. Kumar has more than nine years of research and teaching experience. He has published numerous papers in international journals and conferences including IEEE, Elsevier, IGI Global, Springer, etc. His research interests include different areas of security engineering and computational techniques.
Raees Ahmad Khan (Member, IEEE, ACM, CSI, etc.) is currently working as Professor in the Department of Information Technology, Dean of School for Information Science & Technology, Babasaheb Bhimrao Ambedkar University (A Central University), Lucknow, India. Khan has more than 20 years of teaching and research experience. He has published more than 300 research publications with good impact factors in reputed international journals and conferences including IEEE, Springer, Elsevier, Inderscience, Hindawi, IGI Global, etc. He has published a number of national and inter-national books (authored and edited) (including Chinese language). His research interests include different areas of security engineering and com-putational techniques.
作者簡介(中文翻譯)
蘇赫爾·艾哈邁德·汗目前擔任印度中央大學（印地拉·甘地國立部落大學）計算機科學系的助理教授，位於中央邦阿馬爾坎塔克。他擁有十年的教學和研究經驗。其研究興趣包括軟體工程、軟體安全、安全測試、網路安全和網路安全。他完成了一個由新德里UGC資助的主要研究項目，並在國際期刊和會議上發表了多篇論文，包括IEEE、Elsevier、IGI Global、Springer等。他是2023年由CRC Press出版的《軟體安全：概念與實踐》和《軟體耐用性：概念與實踐》兩本書的作者。蘇赫爾·艾哈邁德·汗是多個專業機構的活躍成員，包括IAENG、ISOC-USA、IACSIT和UACEE。
穆罕默德·法伊薩爾目前擔任印度勒克瑙的整合大學計算機應用系的副教授及系主任。他擁有超過15年的教學和研究經驗。其研究領域包括軟體工程、需求波動、分散式作業系統、網路安全和行動計算。他出版了由德國Lambert Academic Publication出版的書籍《需求風險管理：實務者的方式》，ISBN: 978-3-659-15494-2。他在知名期刊及國內外會議上發表了多篇高品質的研究論文。他作為編輯委員會/顧問委員會及TPC的成員，為多個知名國際期刊/會議貢獻他的知識和經驗。穆罕默德·法伊薩爾是多個專業機構的活躍成員，如IAENG、CSTA、ISOC-USA、EASST、HPC、ISTE、IAENG和UACEE。
納瓦夫·阿爾哈比目前擔任沙烏地阿拉伯泰巴大學應用學院的副院長。他曾於2016年至2019年擔任泰巴大學計算系主任。他在英國斯塔福德郡大學的計算、工程與科學學院獲得計算機科學博士學位，並在攻讀博士學位期間（2012-2015）獲得五項卓越證書，頒發機構為沙烏地阿拉伯文化局（英國）。他於2013年至2016年完成了一個關於沙烏地阿拉伯醫療轉型的智慧醫院管理資訊系統項目，目前正在進行一個主要的健康資訊學項目。總體而言，他已發表/共同發表超過25篇國際出版物，包括期刊文章、會議論文、書籍章節和書籍。納瓦夫·阿爾哈比的研究興趣集中在使用新興技術（如RFID、ZigBee、物聯網（IoT）、雲計算、人工智慧和機器學習、大數據和數據處理、知識工程、知識收集及醫療應用）進行智慧醫療操作的知識管理系統。
拉吉夫·庫馬爾目前擔任印度烏塔爾邦巴拉班基的施里·拉姆斯瓦魯普紀念大學計算機科學與工程系的副教授。庫馬爾擁有超過九年的研究和教學經驗。他在國際期刊和會議上發表了多篇論文，包括IEEE、Elsevier、IGI Global、Springer等。他的研究興趣包括安全工程和計算技術的不同領域。
拉伊斯·艾哈邁德·汗（IEEE、ACM、CSI等會員）目前擔任印度勒克瑙巴巴薩赫布·比姆拉奧·安貝德卡大學（中央大學）資訊技術系教授及資訊科學與技術學院院長。汗擁有超過20年的教學和研究經驗。他在知名國際期刊和會議上發表了超過300篇具有良好影響因子的研究出版物，包括IEEE、Springer、Elsevier、Inderscience、Hindawi、IGI Global等。他出版了多本國內外書籍（包括中文），無論是作為作者還是編輯。他的研究興趣包括安全工程和計算技術的不同領域。
