Security and Risk Analysis for Intelligent Cloud Computing: Methods, Applications, and Preventions
Kumar, Ajay, Rani, Sangeeta, Rathee, Sarita
相關主題
商品描述
This edited book is a compilation of scholarly articles on the latest developments in the field of AI, Blockchain, and ML/DL in cloud security. This book is designed for security and risk assessment professionals, and to help undergraduate, postgraduate students, research scholars, academicians, and technology professionals who are interested in learning practical approaches to cloud security. It covers practical strategies for assessing the security and privacy of cloud infrastructure and applications and shows how to make cloud infrastructure secure to combat threats and attacks, and prevent data breaches. The chapters are designed with a granular framework, starting with the security concepts, followed by hands-on assessment techniques based on real-world studies. Readers will gain detailed information on cloud computing security that--until now--has been difficult to access.
This book:
- Covers topics such as AI, Blockchain, and ML/DL in cloud security.
- Presents several case studies revealing how threat actors abuse and exploit cloud environments to spread threats.
- Explains the privacy aspects you need to consider in the cloud, including how they compare with aspects considered in traditional computing models.
- Examines security delivered as a service--a different facet of cloud security.
商品描述(中文翻譯)
這本編輯過的書籍是一本關於人工智慧、區塊鏈和雲安全中機器學習/深度學習最新發展的學術文章彙編。這本書旨在為安全和風險評估專業人士提供幫助，並幫助本科生、研究生、研究學者、學者和對學習雲安全實踐方法感興趣的技術專業人士。它涵蓋了評估雲基礎設施和應用程序的安全性和隱私的實用策略，並展示了如何使雲基礎設施安全以應對威脅和攻擊，並防止數據洩露。各章節設計了一個細緻的框架，從安全概念開始，然後根據實際研究進行實踐評估技術。讀者將獲得關於雲計算安全的詳細信息，這在過去很難獲得。
這本書包括以下內容：
- 討論了人工智慧、區塊鏈和雲安全中的機器學習/深度學習等主題。
- 提供了幾個案例研究，揭示了威脅行為者如何濫用和利用雲環境來傳播威脅。
- 解釋了在雲中需要考慮的隱私方面，包括與傳統計算模型中考慮的方面的比較。
- 檢視了作為服務提供的安全性——雲安全的另一個方面。
作者簡介
Dr. Ajay is currently serving as an Associate Professor in Mechanical Engineering Department, School of Engineering and Technology, JECRC University, Jaipur, Rajasthan, India. He received his Ph.D. in the field of Advanced Manufacturing from Guru Jambheshwar University of Science & Technology, Hisar, India after B.Tech. (Hons.) in mechanical engineering and M.Tech. (Distinction) in manufacturing and automation. His areas of research include Incremental Sheet Forming, Artificial Intelligence, Sustainable Materials, Additive Manufacturing, Smart Manufacturing, Industry 4.0, Waste Management, and Optimization Techniques. He has over 65 publications in international journals of repute including SCOPUS, Web of Science and SCI indexed database and refereed international conferences. He has more than 20 national and international patents to his credit. He has also co-authored and co-edited several books and proceedings.
Ms. Sangeeta is currently serving as an Assistant Professor in department of Computer Science & Engineering, World College of Technology and Management, Gurgaon, Haryana, India. She is pursuing her Ph.D. from Amity University, Manesar, Gurugram. She completed her M.Tech. from Maharshi Dayanand University, Rohtak, India. Her areas of research include Cloud Computing, Machine Learning. She has over 15 research publications in international journals of repute and refereed international conferences and co-authored more than 5 book chapters in books. She guided several M.Tech. scholars. She has a total of 9 years of experience in teaching. She has won the best paper awards in various international conferences.
She has also organized a series of Faculty Development Programmes, workshops, and seminars for UG and PG level students. She teaches the following courses at the graduate and postgraduate level: Analysis and Design of Algorithms, Cloud Computing, Theory of Computation, Compiler Design, Programming in Python, Machine Learning etc.
Ms. Sarita completed her B.Tech (Hons.) in Electrical and Electronics Engineering and M.Tech in Electrical & Electronics Engineering from Maharshi Dayanand University, NAAC 'A' Grade State Govt. University, Rohtak, Haryana, India. She is pursuing her Ph.D. from JECRC University, Jaipur, India on Smart security systems and control panels. She started her career as a Project Scheduler in Sage Metals Ltd., India and with continues growth in Industrial carrier and worked for 8 years in different vertical of quality and environmental function and now working as Project Manager, control systems and panels in Sage Metals Ltd., India and responsible for task management, reporting to stakeholder, overseeing budgets and schedules. She also worked in business excellence for a year and worked on a project of Business excellence sustainability task (BEST), where the integration of all control system and panels has been done (QMS + EMS + OHSAS+ Social Accountability). The project has been awarded for Siemens Excellence Award. Her are of interest are cyber data security, virtual and augmented reality, industrial internet of things, PLC and SCADA. She has more than 5 national and international patents in her credit. She had delivered many workshops in different aspects of smart learning, cyber security of control panels, smart instrumentation and manufacturing techniques under Govt. of India.
Dr. Surbhi Bhatia is doctorate in Computer Science and Engineering from Banasthali University, 2018 in the area of machine learning and social media analytics. She earned Project management Professional Certification from reputed Project Management Institute, USA. She is currently an Assistant Professor in Department of Information Systems, College of Computer Sciences and Information Technology, King Faisal University, Saudi Arabia. She has more than 10 years of teaching experience in different universities from India and Saudi Arabia. She is also working as a consultant in the Research Lab, India. She is the Editorial board member with Inderscience Publishers in the International Journal of Hybrid Intelligence and in SN Applied Sciences, Springer. She has published 12 national and international patents from India, Australia and the US. She has published many papers in reputed journals and conferences in high indexing databases (SCI, SCIE, Scopus, Web of Science, ESCI). She is currently serving as a guest editor of special issues in reputed journals of Springer (SN Applied Sciences, Indexing ESCI, Springer), Computer, Materials and Continua (Indexing SCI, Scopus), Internet of Things (Indexing: SCIE, Elsevier), Hindawi, bentham Science and in many international conferences (indexing: Springer, IEEE, IOP) . She has delivered talks as keynote speaker in IEEE conferences and in faculty development programs. She has conducted workshops in AICTE programmers and chaired technical sessions in many conferences. She has successfully authored 2 books from Springer and Wiley. She has also edited 8 books from IGI Global, Wiley, CRC Press, Elsevier and Springer. She has been selected in the prestigious "Best Young National Award" by IRDP group of Journals in India. She has many projects approved by the Ministry of Education, Saudi Arabia and Deanship of Scientific Research in Saudi Arabia and from SEED, DST, India. Her area of interest is Data Mining, Machine Learning, Sentiment Analysis, Natural language Processing and Data Analytics.
作者簡介(中文翻譯)
Dr. Ajay目前擔任印度拉賈斯坦邦賈伯斯工程技術學院工程與技術學院機械工程系的副教授。他在印度哈里亞納邦古魯賈姆貝瓦爾科學與技術大學獲得了先進製造領域的博士學位，之前他在機械工程學士學位和製造與自動化碩士學位中表現優異。他的研究領域包括增量成形、人工智能、可持續材料、增材製造、智能製造、工業4.0、廢物管理和優化技術。他在國際知名期刊（包括SCOPUS、Web of Science和SCI索引數據庫）和國際會議上發表了65多篇論文。他擁有超過20項國家和國際專利。他還共同撰寫和編輯了幾本書籍和會議論文集。
Ms. Sangeeta目前在印度哈里亞納邦古爾岡的世界技術與管理學院計算機科學與工程系擔任助理教授。她正在阿米蒂大學攻讀博士學位。她在印度羅塔克的馬哈希·達揚納德大學完成了碩士學位。她的研究領域包括雲計算、機器學習。她在國際知名期刊和國際會議上發表了15篇研究論文，並在書籍中共同撰寫了5章。她指導了多位碩士學者。她在教學方面擁有9年的經驗。她曾在多個國際會議上獲得最佳論文獎。
她還組織了一系列的教師發展計劃、研討會和研討會，針對本科和研究生學生。她在本科和研究生課程中教授以下課程：算法分析與設計、雲計算、計算理論、編譯器設計、Python編程、機器學習等。
Ms. Sarita在印度哈里亞納邦的馬哈希·達揚納德大學獲得了電氣與電子工程學士學位和電氣與電子工程碩士學位。她正在印度賈伯斯工程技術學院攻讀關於智能安全系統和控制面板的博士學位。她在印度的Sage Metals Ltd.擔任項目排程師，並在工業品質和環境功能的不同垂直領域工作了8年，現在在Sage Metals Ltd.擔任項目經理，負責任務管理、向利益相關者報告、監督預算和進度。她還在業務卓越方面工作了一年，參與了業務卓越可持續性任務（BEST）項目，該項目整合了所有控制系統和面板（QMS + EMS + OHSAS + 社會責任）。該項目獲得了西門子卓越獎。她的興趣領域包括網絡數據安全、虛擬和擴增現實、工業物聯網、PLC和SCADA。她擁有5項國家和國際專利。她在印度政府的指導下，開展了許多關於智能學習、控制面板的網絡安全、智能儀器和製造技術的研討會。
Dr. Surbhi Bhatia於2018年在Banasthali大學獲得計算機科學與工程博士學位，研究方向為機器學習和社交媒體分析。她在美國著名的項目管理學會獲得了項目管理專業認證。她目前是沙特阿拉伯國王費薩爾大學計算機科學與信息技術學院信息系的助理教授。她在印度和沙特阿拉伯的不同大學擁有超過10年的教學經驗。她還在工業界擔任過職位。
