Advanced Computer Science Applications: Recent Trends in Ai, Machine Learning, and Network Security

This new book brings together the most recent trends related to AI, machine learning, and network security. The chapters cover diverse topics on machine learning algorithms and security analytics, AI and machine learning, and ntework security applications. The volume presents a survey of speculative parallelism techniques, performance reviews, and efficient power consumption. The book also covers the concepts of IoT, security early detection for COVID-19, multimetric geoprahpical routing in VANETs, V2X communication in VANET, and optimization of congestion control scheme for VANETs.

This book is a comprehensive take on recent applications and advancement in the field of computer science and will be of value to scientists, researchers, faculty, and students involved in research in the area of AI, machine learning, and network security.

這本新書匯集了與人工智慧（AI）、機器學習和網路安全相關的最新趨勢。各章節涵蓋了機器學習演算法和安全分析、AI和機器學習、以及網路安全應用等多樣主題。該書介紹了關於推測性並行技術、性能評估和高效能能源消耗的調查。此外，該書還涵蓋了物聯網（IoT）概念、COVID-19的安全早期檢測、VANET中的多指標地理路由、VANET中的V2X通信，以及VANET的壅塞控制方案優化。

這本書全面介紹了計算機科學領域最近的應用和進展，對於從事AI、機器學習和網路安全研究的科學家、研究人員、教職員和學生具有價值。

Karan Singh, PhD, is Assistant Professor in the School of Computer and Systems Sciences at Jawaharlal Nehru University, New Delhi, India. His areas of interest include multicast communications, information security, cryptography, security issues in wireless sensor networks, intelligent vehicular networks, Internet of Things, and cyber-physical systems. He has published many journal articles and conference papers. He has also attended many international conferences and workshops and has delivered invited talks and lectures.

Latha Banda, PhD, is Associate Professor of Computer Sciences and Engineering at ABES Engineering College, Ghaziabad, India. She was previously an Associate Professor at Sharda University and Lingaya's University, India. Her areas of interest include artificial intelligence, recommender systems, machine learning, network security, and soft computing. She has published several journal articles and conference papers and has attended and participated at international conferences and workshops.

Manisha Manjul, PhD, is working with the Department of Computer Engineering at G. B. Pant DESU Okhla-I Campus, New Delhi, India. She has published several papers in Scopus-indexed journals as well as several conference papers. She organizes workshops, conferences, and faculty development programs. Her primary research interests are in computer network, network security, multicast communication, and object-oriented programming.

Karan Singh, PhD，是印度新德里Jawaharlal Nehru大學計算機與系統科學學院的助理教授。他的研究領域包括多播通信、信息安全、密碼學、無線感測網絡的安全問題、智能車輛網絡、物聯網和物理系統。他發表了許多期刊文章和會議論文。他還參加了許多國際會議和研討會，並發表了邀請演講和講座。

Latha Banda, PhD，是印度Ghaziabad的ABES工程學院計算機科學與工程學的副教授。她曾任Sharda大學和Lingaya大學的副教授。她的研究領域包括人工智能、推薦系統、機器學習、網絡安全和軟計算。她發表了多篇期刊文章和會議論文，並參加和參與了國際會議和研討會。

Manisha Manjul, PhD，目前在印度新德里G. B. Pant DESU Okhla-I Campus的計算機工程系工作。她在Scopus索引期刊上發表了多篇論文，還有幾篇會議論文。她組織工作坊、會議和教師培訓計劃。她的主要研究興趣是計算機網絡、網絡安全、多播通信和面向對象編程。