Ai-Driven Cybersecurity: Revolutionizing Threat Detection and Defence Systems
暫譯: 人工智慧驅動的網路安全：革新威脅檢測與防禦系統

本書深入探討了人工智慧驅動的創新如何在網路安全的各個方面進行革命性提升，從威脅檢測和回應自動化到風險管理和端點保護。隨著人工智慧的持續演進，網路安全與人工智慧之間的協同作用有望重塑數位防禦的格局，提供應對複雜且不斷演變的網路威脅所需的工具。本書專為專業人士、研究人員和決策者設計，強調在網路安全中理解和利用人工智慧不僅是有利的，更是建立強健、未來-proof 防禦的必要條件，因為在數位安全至關重要的世界中，這一點尤為重要。

Hooman Razavi is currently an associate research assistant in the Department of Engineering Science at Tecnológico de Monterrey, Mexico, and the University of Ottawa. He holds a B.Sc. in Computer Engineering, an M.Sc. in Artificial Intelligence, and a Ph.D. in Engineering Science. Dr. Razavi has served as a sessional lecturer at University Canada West (2017-2022) and as a lecturer for the United Nations (UNITAR) IoMT course. He has published widely in conferences, book chapters, and journal papers in the fields of applied AI and Cyber Risk Management. His professional experience also includes roles as a senior data scientist and consultant in several fintech firms. He currently serves as an editorial board member of the International Journal of Cybersecurity and Risk Assessment. Dr. Razavi has the role of reviewer for numerous journals, including IEEE Transactions on Artificial Intelligence, IEEE Communications Magazine, Information Systems Journal, Expert Systems with Applications, Engineering Applications of Artificial Intelligence, Applied Soft Computing, Cyber security and Applications, and Digital Business. Additionally, he has served on technical program committees for leading conferences, such as ICLR, NeurIPS, AISTATS, IEEE WINCOM, IEEE CSR, IEEE GCAIoT, IEEE CSNet, and ICMI. Dr. Razavi has also been a keynote speaker at numerous international conferences and has conducted multiple webinars.

Mariya Ouaissa is currently Professor of Cybersecurity and Networks at the Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakech, Morocco. She is a Ph.D. graduate (2019) in computer science and networks from ENSAM-Moulay Ismail University, Meknes, Morocco. She is a networks and telecoms engineer, graduated in 2013 from the National School of Applied Sciences Khouribga, Morocco. She is a co-founder and IT consultant at the IT Support and Consulting Center. She was working for the School of Technology of Meknes, Morocco, as a visiting professor from 2013 to 2021. She is a member of the International Association of Engineers and the International Association of Online Engineering, and since 2021, she has been an ACM professional member. She is an expert reviewer with the Academic Exchange Information Centre (AEIC) and a brand ambassador with Bentham Science. She has served and continues to serve on technical program and organizer committees of several conferences and events and has organized many symposiums/workshops/conferences as a general chair and also as a reviewer of numerous international journals. Dr. Ouaissa has made contributions in the fields of information security and privacy, Internet of Things security, and wireless and constrained networks security. Her main research topics are IoT, M2M, D2D, WSN, cellular networks, and vehicular networks. She has published over 80 papers (book chapters, international journals, and conferences/workshops), 30 edited books, and ten special issues as guest editor.

Mariyam Ouaissa is currently Assistant Professor of Networks and Systems at ENSA, Chouaib Doukkali University, El Jadida, Morocco. She received her Ph.D. degree in 2019 from the National Graduate School of Arts and Crafts, Meknes, Morocco, and her engineering degree in 2013 from the National School of Applied Sciences, Khouribga, Morocco. She is a communication and networking researcher and practitioner with industry and academic experience. Dr. Ouaissa's research is multidisciplinary that focuses on the Internet of Things, M2M, WSN, vehicular communications and cellular networks, security networks, the congestion overload problem, and resource allocation management and access control. She is serving as a reviewer for international journals and conferences, including IEEE Access, Wireless Communications, and Mobile Computing. Since 2020, she has been a member of the International Association of Engineers and the International Association of Online Engineering, and since 2021, she has been an ACM Professional Member. She has published more than 60 research papers (this includes book chapters, peer-reviewed journal articles, and peer-reviewed conference manuscripts), 20 edited books, and six special issues as guest editor. She has served on Program Committees and Organizing Committees of several conferences and events and has organized many symposiums, workshops, and conferences.

Haïfa Nakouri is a machine learning specialist and currently holds the position of Invited Professor of Computer Science at the University of Quebec at Chicoutimi (UQAC). She is also Assistant Professor in Business Computing at the Higher School of Digital Economy, University of Manouba, Tunisia. Dr. Nakouri obtained her Business Computing Bachelor, M.Sc., and Ph.D. degrees from the Higher Institute of Management, University of Tunis, Tunisia (ISG Tunis) in 2007, 2009, and 2016, respectively. She is associated with the LARODEC laboratory at ISG Tunis and focuses on research topics such as Machine Learning, Responsible/Secure AI, Computer Vision, and Image Processing. She developed expertise in analysing the vulnerabilities and shortcomings of Machine Learning models and designing solutions to enhance their resilience. Dr. Nakouri is a member of the UQAC Cybersecurity Research Chair, where she collaborates with experts in the field to advance knowledge in learning model security. She is actively involved in various international research projects and collaborations and has published over 25 research papers. Additionally, she has contributed to Program Committees and Organizing Committees and chaired several reputable international conferences and workshops.

Ahmed Abdelgawad received his M.S. and Ph.D. degrees in computer engineering from the University of Louisiana at Lafayette in 2007 and 2011 and subsequently joined IBM as a design aids and automation engineering professional at the Semiconductor Research and Development Center, New York, USA. In Fall 2012 he joined Central Michigan University as a computer engineering assistant professor. In Fall 2022, Dr. Abdelgawad was promoted to the rank of professor. He is a senior member of IEEE. His area of expertise is the Internet of Things (IoT), distributed computing for wireless sensor networks (WSN), structural health monitoring (SHM), data fusion techniques for WSN, low-power embedded systems, digital signal processing, robotics, radio-frequency identification, localization, very-large-scale integration, and field-programmable gate array design. He has published two books and more than 130 articles in related journals and conferences. Dr. Abdelgawad served as a reviewer for several journals and conferences, including the IEEE IoT journal, the IEEE Communications magazine, IEEE Transactions on VLSI, and IEEE Transactions on I&M, Springer, Elsevier, IEEE WF-IoT, IEEE ISCAS, IEEE SAS, and IEEE MWSCAS. Dr. Abdelgawad served as the general chair of the IEEE International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings2023); the 3rd IEEE International Conference on Computing and Machine Intelligence (ICMI2024); and the International Conference on Intelligent Systems, Blockchain, and Communication Technologies (ISBCom2024). He served in the organizing committees of IEEE WF-IoT, IEEE ISCAS, IEEE ICIP, IEEE SiPS, IEEE MWSCAS, and GIoTS. In addition, he taught many short IoT courses in different countries. He was the keynote speaker for many international conferences and conducted many webinars. He is currently the IEEE Northeast Michigan section chair and IEEE SPS Internet of Things (IoT) SIG Member. In the last few years, Dr. Abdelgawad was listed in the world's top 2% of scientists by Stanford University, USA. In addition, Dr. Abdelgawad served as a principal investigator and co-principal investigator for several funded grants from the National Science Foundation.

Hooman Razavi 目前是墨西哥蒙特雷科技大學工程科學系的助理研究助理，以及渥太華大學的助理研究助理。他擁有計算機工程學士學位、人工智慧碩士學位和工程科學博士學位。Razavi 博士曾擔任加拿大西部大學的兼任講師（2017-2022），並擔任聯合國（UNITAR）物聯網醫療課程的講師。他在應用人工智慧和網絡風險管理領域的會議、書籍章節和期刊論文中發表了大量作品。他的專業經驗還包括在幾家金融科技公司擔任高級數據科學家和顧問。目前，他擔任《國際網絡安全與風險評估期刊》的編輯委員會成員。Razavi 博士擔任多個期刊的審稿人，包括《IEEE 人工智慧期刊》、《IEEE 通訊雜誌》、《信息系統期刊》、《應用系統》、《人工智慧的工程應用》、《應用軟體計算》、《網絡安全與應用》和《數位商業》。此外，他還在多個領先會議的技術程序委員會中任職，如 ICLR、NeurIPS、AISTATS、IEEE WINCOM、IEEE CSR、IEEE GCAIoT、IEEE CSNet 和 ICMI。Razavi 博士還在多個國際會議上擔任主題演講者，並舉辦了多場網絡研討會。

Mariya Ouaissa 目前是摩洛哥馬拉喀什卡迪阿亞德大學科學學院的網絡與網絡安全教授。她於2019年獲得摩洛哥ENSAM-穆萊伊斯馬伊爾大學的計算機科學與網絡博士學位。她是一名網絡和電信工程師，於2013年畢業於摩洛哥庫里卜國立應用科學學校。她是IT支持與諮詢中心的共同創辦人和IT顧問。她曾於2013年至2021年擔任摩洛哥梅克內斯技術學校的訪問教授。她是國際工程師協會和國際在線工程協會的成員，自2021年以來，她成為ACM專業會員。她是學術交流信息中心（AEIC）的專家審稿人，並擔任Bentham Science的品牌大使。她曾在多個會議和活動的技術程序和組織委員會中任職，並作為總主席組織了許多研討會/工作坊/會議，同時也是多本國際期刊的審稿人。Ouaissa 博士在信息安全與隱私、物聯網安全以及無線和受限網絡安全等領域做出了貢獻。她的主要研究主題包括物聯網、M2M、D2D、WSN、蜂窩網絡和車載網絡。她已發表超過80篇論文（書籍章節、國際期刊和會議/工作坊），編輯了30本書籍，並作為客座編輯編輯了十個特刊。

Mariyam Ouaissa 目前是摩洛哥埃爾哈迪達的查韋布杜卡利大學的網絡與系統助理教授。她於2019年在摩洛哥梅克內斯的國立工藝學院獲得博士學位，並於2013年在摩洛哥庫里卜國立應用科學學校獲得工程學位。她是一名通信和網絡研究者及從業者，擁有行業和學術經驗。Ouaissa 博士的研究是多學科的，專注於物聯網、M2M、WSN、車載通信和蜂窩網絡、安全網絡、擁塞過載問題以及資源分配管理和訪問控制。她擔任多個國際期刊和會議的審稿人，包括《IEEE Access》、《無線通信》和《移動計算》。自2020年以來，她成為國際工程師協會和國際在線工程協會的成員，自2021年以來，她成為ACM專業會員。她已發表超過60篇研究論文（包括書籍章節、同行評審的期刊文章和同行評審的會議手稿）、20本編輯書籍和六個特刊作為客座編輯。她曾在多個會議和活動的程序委員會和組織委員會中任職，並組織了許多研討會、工作坊和會議。

Haïfa Nakouri 是一名機器學習專家，目前擔任喬基克大學（UQAC）計算機科學的受邀教授。她同時也是突尼西亞馬努巴高等數位經濟學校的商業計算助理教授。Nakouri 博士於2007年、2009年和2016年分別在突尼西亞的高等管理學院獲得商業計算學士、碩士和博士學位。她與ISG突尼西亞的LARODEC實驗室有關，專注於機器學習、負責任/安全的人工智慧、計算機視覺和圖像處理等研究主題。她在分析機器學習模型的脆弱性和缺陷以及設計解決方案以增強其韌性方面積累了專業知識。Nakouri 博士是UQAC網絡安全研究主席的成員，與該領域的專家合作，推進學習模型安全的知識。她積極參與各種國際研究項目和合作，並已發表超過25篇研究論文。此外，她還參與了多個會議和工作坊的程序委員會和組織委員會，並主持了幾個知名的國際會議和工作坊。

Ahmed Abdelgawad 於2007年和2011年在路易斯安那州立大學拉法葉校區獲得計算機工程碩士和博士學位，隨後加入IBM，擔任紐約半導體研究與開發中心的設計輔助和自動化工程專業人員。2012年秋季，他加入中央密歇根大學，擔任計算機工程助理教授。2022年秋季，Abdelgawad 博士晉升為教授。他是IEEE的高級會員。他的專業領域包括物聯網（IoT）、無線傳感器網絡（WSN）的分佈式計算、結構健康監測（SHM）、WSN的數據融合技術、低功耗嵌入式系統、數字信號處理、機器人技術、射頻識別、定位、超大規模集成和現場可編程閘陣列設計。他已發表兩本書和超過130篇相關期刊和會議的文章。Abdelgawad 博士曾擔任多個期刊和會議的審稿人，包括《IEEE IoT》期刊、《IEEE 通訊》雜誌、《IEEE VLSI 期刊》和《IEEE I&M 期刊》，以及Springer、Elsevier、IEEE WF-IoT、IEEE ISCAS、IEEE SAS和IEEE MWSCAS。Abdelgawad 博士擔任IEEE國際人工智慧、區塊鏈和物聯網會議（AIBThings2023）、第三屆IEEE國際計算與機器智能會議（ICMI2024）和智能系統、區塊鏈和通信技術國際會議（ISBCom2024）的總主席。他曾在IEEE WF-IoT、IEEE ISCAS、IEEE ICIP、IEEE SiPS、IEEE MWSCAS和GIoTS的組織委員會中任職。此外，他在不同國家教授了許多短期物聯網課程。他曾是多個國際會議的主題演講者，並舉辦了多場網絡研討會。目前，他是IEEE東北密歇根分會的主席和IEEE SPS物聯網（IoT）特別興趣小組成員。在過去幾年中，Abdelgawad 博士被美國史丹佛大學列入全球前2%的科學家名單。此外，Abdelgawad 博士還擔任多個來自國家科學基金會的資助計劃的首席研究員和共同首席研究員。