Attacks on Artificial Intelligence: The New Facets of Cyber Ecospace
暫譯: 對人工智慧的攻擊：網路生態系的新面向

近年來，針對國家基礎設施和私營公司的網路攻擊急劇增加。人工智慧（AI）工具和演算法可以幫助檢測和抵禦網路威脅，但黑客也可以在其網路攻擊中使用這些工具。針對網路攻擊的防禦措施對於基於人工智慧的架構來說並不足夠，這些架構帶來了一系列新的挑戰。本書考慮了這些問題，並檢視了針對人工智慧系統和網路基礎設施的攻擊的最新發展和議題，同時也呈現了使用人工智慧技術來防止攻擊的研究。

Kukatlapalli Pradeep Kumar, PhD, is an Associate Professor and Program Coordinator for Data Science in the Department of Computer Science Engineering, CHRIST University, India. With a strong foundation in computational techniques and innovative problem-solving approaches, he is involved in academic teaching and mentoring, helping to shape the next generation of data scientists and AI professionals. His research is in the area of data provenance and analytics, AI, and information security. He has over 40 publications and four edited books to his credit, with more in progress, as well as two patent applications and two copyrights. He is also a speaker at academic forums.

Boppuru Rudra Prathap, PhD, is a Professor of Computer Science and Engineering at M.S. Ramaiah University of Applied Sciences, India. Dr. Prathap has over 15 years of academic and research experience, having previously worked as an Associate Professor at CHRIST University. He has published many indexed research papers and has contributed to book chapters and patents in emerging areas such as cyber security, IoT, and AI-based crime detection. He has served as a reviewer for various IEEE, Springer, and Elsevier journals and has been actively involved in research consultancy.

Vinay Jha Pillai, PhD, is an Associate Professor of Electronics and Communication Engineering, CHRIST University, India. Apart from teaching, he is engaged in research related to early detection of breast cancer using optical imaging. He is also exploring the field of image reconstruction and inverse problems. He holds two patents related to early detection of breast cancer, and his work was selected for presentation at premier conferences like SPIE BioS Photonics at San Francisco, California, and Photonics at IIT Delhi. He is also principal investigator for two funded projects associated with the Government of India.

Prasenjit Chatterjee, PhD, is Dean (Research and Consultancy) at the MCKV Institute of Engineering, West Bengal, India. A prolific author and editor, he has published many research papers and has edited more than 15 books on intelligent decision-making, supply chain management, optimization techniques, and sustainability modeling. He is the editor of several book series, including AAP Research Notes on Optimization and Decision-Making Theories and Frontiers of Mechanical and Industrial Engineering Dr. Chatterjee is one of the developers of two multiple-criteria decision-making methods: Measurement of Alternatives and Ranking according to COmpromise Solution (MARCOS) and Ranking of Alternatives through Functional mapping of criterion sub-intervals into a Single Interval (RAFSI).

**Kukatlapalli Pradeep Kumar, PhD** 是印度基督大學計算機科學工程系的副教授及數據科學課程協調員。他擁有堅實的計算技術基礎和創新的問題解決方法，參與學術教學和指導，幫助培養下一代數據科學家和人工智慧專業人士。他的研究領域包括數據來源和分析、人工智慧及資訊安全。他擁有超過40篇的出版物和四本編輯書籍，並有更多作品在進行中，此外還有兩項專利申請和兩項著作權。他也是學術論壇的演講者。

**Boppuru Rudra Prathap, PhD** 是印度M.S. Ramaiah應用科學大學的計算機科學與工程教授。Prathap博士擁有超過15年的學術和研究經驗，曾擔任基督大學的副教授。他發表了許多被索引的研究論文，並在網路安全、物聯網和基於人工智慧的犯罪檢測等新興領域貢獻了書籍章節和專利。他曾擔任多個IEEE、Springer和Elsevier期刊的審稿人，並積極參與研究諮詢。

**Vinay Jha Pillai, PhD** 是印度基督大學電子與通信工程的副教授。除了教學外，他還從事與使用光學成像早期檢測乳腺癌相關的研究。他也在探索圖像重建和反問題的領域。他擁有兩項與乳腺癌早期檢測相關的專利，他的工作曾在加州舊金山的SPIE BioS Photonics和德里的IIT Photonics等頂尖會議上進行展示。他也是與印度政府相關的兩個資助項目的主要研究者。

**Prasenjit Chatterjee, PhD** 是印度西孟加拉州MCKV工程學院的研究與諮詢院長。作為一位多產的作者和編輯，他發表了許多研究論文，並編輯了超過15本關於智能決策、供應鏈管理、優化技術和可持續性建模的書籍。他是幾個書籍系列的編輯，包括AAP研究筆記：優化與決策理論及機械與工業工程前沿。Chatterjee博士是兩種多準則決策方法的開發者之一：替代方案的測量與根據妥協解決方案的排名（MARCOS）以及通過將準則子區間功能映射到單一區間的替代方案排名（RAFSI）。