商品描述
This book is associated with the cybersecurity issues and provides a wide view of the novel cyber attacks and the defense mechanisms, especially AI-based Intrusion Detection Systems (IDS).
Features:
- A systematic overview of the state-of-the-art IDS
- Proper explanation of novel cyber attacks which are much different from classical cyber attacks
- Proper and in-depth discussion of AI in the field of cybersecurity
- Introduction to design and architecture of novel AI-based IDS with a trans- parent view of real-time implementations
- Covers a wide variety of AI-based cyber defense mechanisms, especially in the field of
network-based attacks, IoT-based attacks, multimedia attacks, and blockchain attacks.
This book serves as a reference book for scientific investigators who need to analyze IDS, as well as researchers developing methodologies in this field. It may also be used as a textbook for a graduate-level course on information security.
商品描述(中文翻譯)
這本書與網絡安全問題有關，提供了對新型網絡攻擊和防禦機制的廣泛觀點，特別是基於人工智能的入侵檢測系統（IDS）。
特點：
- 對最先進的IDS進行系統性概述
- 正確解釋與傳統網絡攻擊有很大不同的新型網絡攻擊
- 對人工智能在網絡安全領域的適當和深入討論
- 介紹新型基於人工智能的IDS的設計和架構，並提供實時實現的透明視圖
- 涵蓋了各種基於人工智能的網絡防禦機制，特別是在網絡攻擊、物聯網攻擊、多媒體攻擊和區塊鏈攻擊等領域。
這本書可作為科學調查人員分析IDS的參考書，也可作為研究人員在這一領域開發方法論的參考書。同時，它還可以作為研究生水平的信息安全課程的教材。
作者簡介
Dr. Mayank Swarnkar is currently working as an Assistant Professor in the Department of Computer Science and Engineering at the Indian Institute of Technology (Banaras Hindu University) Varanasi. He completed his Ph.D. from the Indian Institute of Technology Indore in 2019. He completed his M.Tech in Wireless Communication and Computing from the Indian Institute of Information Technology Allahabad in 2013 and B.E. in IT from Government Engineering College Jabalpur in 2011. He also worked as Software Engineer at NEC Technologies India for 1 year from 2013 to 2014 and as Assistant Professor at Bennett University for 1 year from 2019 to 2020. His primary areas of interest are Network and System Security. He works mainly in the field of Network Traffic Classification, Zero Day Attacks, Intrusion Detection Systems, and VoIP Spam Detection. He has given many invited talks and he is a reviewer of many reputed conferences and journals.
Dr. Shyam Singh Rajput received a B.E. degree in Computer Science & Engineering (CSE) from R. G. P.V., Bhopal, Madhya Pradesh, India, in 2011. He earned his M.Tech degree and Ph.D. degree in CSE from ABV-Indian Institute of Information Technology & Management (ABVIIITM), Gwalior, India, in 2013 and 2019, respec- tively. He has more than seven years of experience teaching undergraduate and post- graduate classes. Presently, he is working as an assistant professor in the Department of CSE, National Institute of Technology Patna, India. His current research interests include image processing, computer vision, and wireless networks. He has published more than 40 journal articles, conference papers, and book chapters in the domain of image processing, biometrics, wireless ad hoc networks, and information security. He has published three Indian patents and edited books with Elsevier and CRC Press. He is a member of IEEE and ACM.
作者簡介(中文翻譯)
Dr. Mayank Swarnkar目前在印度理工學院（巴納拉斯印度教大學）瓦拉納西分校的計算機科學與工程系擔任助理教授。他於2019年在印度理工學院印多爾分校獲得博士學位。他於2013年在印度資訊技術學院阿拉哈巴德分校獲得無線通信和計算的碩士學位，並於2011年在賈巴爾普爾政府工程學院獲得資訊技術的學士學位。他還曾在NEC Technologies India擔任軟體工程師，從2013年到2014年，以及在Bennett大學擔任助理教授，從2019年到2020年。他的主要研究領域是網絡和系統安全。他主要從事網絡流量分類、零日攻擊、入侵檢測系統和VoIP垃圾郵件檢測等領域的研究。他發表了許多邀請演講，並擔任多個知名會議和期刊的審稿人。
Dr. Shyam Singh Rajput於2011年在印度馬德雅邦博帕爾的R.G.P.V.獲得計算機科學與工程的學士學位。他於2013年和2019年分別在印度ABV-印度資訊技術與管理學院（ABVIIITM）獲得計算機科學與工程的碩士學位和博士學位。他有超過七年的本科和研究生課程教學經驗。目前，他在印度巴特那國立理工學院的計算機科學與工程系擔任助理教授。他目前的研究興趣包括影像處理、計算機視覺和無線網絡。他在影像處理、生物識別、無線自組網和信息安全領域發表了40多篇期刊文章、會議論文和專書章節。他發表了三項印度專利，並與Elsevier和CRC Press合作編輯了書籍。他是IEEE和ACM的成員。
