Generative AI for Next-Gen Defence Strategies
暫譯: 下一代防禦策略的生成式人工智慧

探討生成式人工智慧在增強國防能力中的多重角色及其轉變未來戰爭的潛力。本書分為三個部分。第一部分討論生成式人工智慧的基本原理及其在現代國防領域的戰略意義。這一部分為理解這些技術如何塑造當前國防策略並提供競爭優勢奠定了基礎。第二部分探討生成式人工智慧在軍事、航空和海軍領域的應用。這一部分首先探討生成式人工智慧在戰略和作戰規劃、戰場模擬和訓練，以及自主車輛和外骨骼的開發中的使用。該部分還涵蓋了生成式人工智慧在無人機群、自主導航和任務控制中的應用，以及其在維護和監控航空基礎設施中的角色。進階應用如雷達系統、水下無人機和海軍機器人也在此部分中討論。此外，生成式人工智慧的預測能力，包括航跡預測和船舶及飛機的故障預測，以及其在海軍戰爭和水下感測中的重要性也得到了探討。它還檢視了生成式人工智慧在網絡安全和網絡防禦中的關鍵角色。本書的最後一部分針對生成式人工智慧在國防中的挑戰以及在國防領域使用生成式人工智慧時需要考慮的倫理問題進行了探討。這一部分還批判性地評估了生成式人工智慧在認知戰爭中可能帶來的威脅，強調了需要建立健全的倫理框架和政策以減輕風險。

本書將對希望了解生成式人工智慧在國防中轉型潛力的國防專業人士、研究人員和技術人員有所幫助，並試圖激發創新思維，促進對生成式人工智慧戰略價值的更深入理解。

主要特點：
- 提供生成式人工智慧在國防中的全面覆蓋，並提供生成式人工智慧的基礎知識，使其對國防和人工智慧的初學者和專家均可接觸。
- 探討生成式人工智慧在增強軍事準備和作戰規劃中的戰略角色。
- 提供有關生成式人工智慧在軍事、航空和海軍應用中的詳細見解，如戰場模擬、自主系統和無人機群，以及航跡預測、雷達優化和水下機器人等前沿應用案例。
- 檢視生成式人工智慧在國防中的新興趨勢、挑戰和倫理考量。
- 幫助政策制定者、國防策略家和人工智慧研究人員。

Jeetendra Kumar has a PhD in Computer Science from GLA University Mathura, India. He has been an Assistant Professor in the Department of Computer Science and Application at Atal Bihari Vajpayee University, Bilaspur, India for the last 11 years. He has published research articles in reputed journals and conferences, including topics like sentiment analysis, fall detection using machine learning techniques, IoT applications, automatic question generation, etc. He has also contributed book chapters on topics related to neuroscience, smartphone applications, and fog computing in healthcare. He has recently published an edited volume. Dr. Kumar has completed a couple of significant research projects. He is also a member of prestigious academic societies such as IEEE, the Indian Science Congress, the International Association of Engineers (IAENG), the International Computer Science and Engineering Society (ICSES), and the International Association of Academicians (IAASSE).

Rashmi Gupta holds a PhD in Computer Applications from the NIT, Raipur, India. Currently, she is an Assistant Professor in the Department of Computer Science and Application at Atal Bihari Vajpayee University Bilaspur, Chhattisgarh, India. She has over 11 years of teaching experience, her research interests encompass Natural Language Processing, EEG signal processing, and Human activity recognition. She has published over 25 research papers, conference papers, and book chapters. He has been awarded grants by AICTE to organize the ATAL Faculty Development Program and by the Science and Engineering Research Board, DST, for conducting High-end Workshops and Internships. Demonstrating her commitment to mentorship, Dr. Gupta has guided over 30 PG and 20 UG students in their research-related major projects. She has published one edited volume. With over 10 years of teaching experience, her research interests encompass Natural Language Processing, EEG signal processing, and human activity recognition. She is also a member of prestigious academic societies such as IEEE, the Indian Science Congress, the International Association of Engineers (IAENG), the International Computer Science and Engineering Society (ICSES), and the International Association of Academicians (IAASSE).

P. K. Mishra is Professor at the Department of Computer Science, Institute of Science, Banaras Hindu University, Varanasi, India. He is a Fellow of the Institute of Mathematical Analysis (UK) and a Senior Member of IEEE (USA). His research interests include AI, Generative AI, Advanced Machine and Dep Learning Algorithms and Applications in Next generation of Computing, Internet of Things, High performance computing, Data Analytics etc. Prof Mishra has published 6 books with reputed publishers. He has published more than 150 publications in SCI/ Scopus and Q1/ Q2 listed journals. Prof Mishra has executed many extramural projects and visited many countries for academic and research purposes.

Gaurav Dhiman has a PhD in Computer Engineering from Thapar Institute of Engineering & Technology, Patiala, India and has also completed his Master's Degree of Computer Applications from the same institute. He is an Assistant Professor in the School of Sciences and Emerging Technologies, Jagat Guru Nanak Dev Punjab State Open University, Patiala, India. His research has been recognized at the highest level, as he has been named one of the world's top researchers by Stanford University, USA list of world's top 2% scientists prepared by Elsevier. He is the senior member of IEEE. He has also received accolades for his outstanding reviewer work from Knowledge-Based Systems (Elsevier). He has authored over 300 peer-reviewed research papers, all of which are indexed in SCI-SCIE, and 10 international books.

Valentina E. Balas is a Full Professor in the Department of Automatics and Applied Software at the Faculty of Engineering, "Aurel Vlaicu" University of Arad, Romania. She holds a PhD Cum Laude, in Applied Electronics and Telecommunications from Polytechnic University of Timisoara. Dr. Balas is author of more than 350 research papers in refereed journals and International Conferences. Her research interests are in Intelligent Systems, Fuzzy Control, Soft Computing, Smart Sensors, Information Fusion, Modeling and Simulation. She is the Editor-in Chief to International Journal of Advanced Intelligence Paradigms and to International Journal of Computational Systems Engineering, member in Editorial Board member of several national and international journals and is evaluator expert for important projects and PhD Thesis. Dr. Balas is the director of Intelligent Systems Research Centre in Aurel Vlaicu University of Arad and Director of the Department of International Relations, Programs and Projects in the same university. She served as General Chair of the International Workshop Soft Computing and Applications in nine editions organized in the interval 2005-2020 and held in Romania and Hungary. Dr. Balas participated in many international conferences as Organizer, Honorary Chair, Session Chair, member in Steering, Advisory or International Program Committees and Keynote Speaker. Recently she was working in a national project with EU funding support: BioCell-NanoART Novel Bio-inspired Cellular Nano-Architectures - For Digital Integrated Circuits, 3M Euro from National Authority for Scientific Research and Innovation. She is a member of European Society for Fuzzy Logic and Technology, member of Society for Industrial and Applied Mathematics and a Senior Member IEEE, member in Technical Committee - Fuzzy Systems (IEEE Computational Intelligence Society), chair of the Task Force 14 in Technical Committee - Emergent Technologies (IEEE CIS), member in Technical Committee - Soft Computing (IEEE SMCS). Dr. Balas was past Vice-president (responsible with Awards) of IFSA - International Fuzzy Systems Association Council (2013-2015), is a Joint Secretary of the Governing Council of Forum for Interdisciplinary Mathematics (FIM), - A Multidisciplinary Academic Body, India and recipient of the "Tudor Tanasescu" Prize from the Romanian Academy for contributions in the field of soft computing methods (2019).

Kamila Zarychta-Romanowska is a lawyer with a degree in International, EU, and Comparative Law from Strasburg, France, and an LLM from the Faculty of Law, Wroclaw, Poland. She holds a PhD from the same university, where she focused on EU Criminal law, migration, border criminology and policing, human smuggling and trafficking, transnational organised crime, and EU humanitarian and security law. She is a former Senior Legal and Political Advisor with the European Parliament (LIBE, REGI, CRIM, SEDE, TERR, DROI); a recognised arbitrator and mediator for WIPO ADR as well as in Arbitration Court in Poland; an internationally renowned criminologist and expert/consultant on i.a.: Gender Matters/Global Security Strategies, WMD, and Emerging Security and Defence Technologies (NATO-MARSEC COE), Maritime Security, Gender/SDG Awareness (Polish Naval Academy, Kuwait and Qatar Coast Guard), EU Commission, and Polish Border Guard Agency CoE; visiting Fellow in Border Guard College in Koszalin, an international consultant on intelligence, counterintelligence, and cyber intelligence; and a Tech Legal Expert Member of Quantum Standards Group, EITCI, Brussels. She is a member of the Center of Study and Education for Security, University of Wroclaw, and a recognised author and international expert on European border intelligence, migration, EU criminal and police law, security and defence, digital intelligence, and digital/cyber criminology. She is passionate about WPS, the EU, and Global innovation at the ITC for disaster risk reduction, human security, and intelligence.

**Jeetendra Kumar** 擁有印度 GLA 大學的計算機科學博士學位。他在印度比拉斯普爾的阿塔爾·比哈里·瓦賈佩伊大學計算機科學與應用系擔任助理教授已有 11 年。他在知名期刊和會議上發表了多篇研究文章，涵蓋情感分析、使用機器學習技術的跌倒檢測、物聯網應用、自動問題生成等主題。他還為與神經科學、智能手機應用和醫療保健中的雲計算相關的主題撰寫了書章。他最近出版了一本編輯書籍。Kumar 博士已完成幾個重要的研究項目。他還是 IEEE、印度科學大會、國際工程師協會 (IAENG)、國際計算機科學與工程學會 (ICSES) 和國際學者協會 (IAASSE) 等知名學術社團的成員。

**Rashmi Gupta** 擁有印度拉伊普爾國立技術學院的計算機應用博士學位。目前，她是印度恰蒂斯加爾邦比拉斯普爾的阿塔爾·比哈里·瓦賈佩伊大學計算機科學與應用系的助理教授。她擁有超過 11 年的教學經驗，研究興趣包括自然語言處理、腦電圖信號處理和人類活動識別。她已發表超過 25 篇研究論文、會議論文和書章。她曾獲得 AICTE 的資助以組織 ATAL 教師發展計劃，並獲得科學與工程研究委員會 (DST) 的資助以舉辦高端研討會和實習。作為導師，她指導了超過 30 名研究生和 20 名本科生的研究相關主要項目。她已出版一本編輯書籍。擁有超過 10 年的教學經驗，她的研究興趣包括自然語言處理、腦電圖信號處理和人類活動識別。她也是 IEEE、印度科學大會、國際工程師協會 (IAENG)、國際計算機科學與工程學會 (ICSES) 和國際學者協會 (IAASSE) 等知名學術社團的成員。

**P. K. Mishra** 是印度瓦拉納西的班納拉斯印度大學科學學院計算機科學系的教授。他是英國數學分析學會的院士和美國 IEEE 的高級會員。他的研究興趣包括人工智慧、生成式人工智慧、高級機器學習和深度學習算法及其在下一代計算、物聯網、高效能計算、數據分析等方面的應用。Mishra 教授已與知名出版社出版 6 本書籍。他在 SCI/Scopus 和 Q1/Q2 列表的期刊上發表了超過 150 篇論文。Mishra 教授執行了許多外部項目，並因學術和研究目的訪問了多個國家。

**Gaurav Dhiman** 擁有印度帕提亞拉的塔帕爾工程與技術學院的計算機工程博士學位，並在同一學院完成了計算機應用碩士學位。他是印度帕提亞拉的賈卡特·古魯·納納克·德夫旁遮普州開放大學科學與新興技術學院的助理教授。他的研究得到了最高層級的認可，因為他被美國史丹佛大學列為全球頂尖研究人員之一，並入選由愛思唯爾編制的全球前 2% 科學家名單。他是 IEEE 的高級會員。他因其出色的審稿工作獲得了 Knowledge-Based Systems (Elsevier) 的讚譽。他已發表超過 300 篇同行評審的研究論文，所有論文均已在 SCI-SCIE 中索引，並出版了 10 本國際書籍。

**Valentina E. Balas** 是羅馬尼亞阿拉德的 'Aurel Vlaicu' 大學自動化與應用軟體系的全職教授。她擁有蒂米什瓦拉理工大學的應用電子學和電信博士學位，並以優異的成績畢業。Balas 博士在經過審核的期刊和國際會議上發表了超過 350 篇研究論文。她的研究興趣包括智能系統、模糊控制、軟計算、智能傳感器、信息融合、建模和模擬。她是《國際先進智能範式期刊》和《國際計算系統工程期刊》的主編，並在多個國內外期刊的編輯委員會中擔任成員，還是重要項目和博士論文的評估專家。Balas 博士是阿拉德的智能系統研究中心主任，也是同一大學國際關係、計劃和項目部的主任。她曾擔任 2005-2020 年間在羅馬尼亞和匈牙利舉辦的九屆國際研討會「軟計算與應用」的總主席。Balas 博士參加了許多國際會議，擔任組織者、榮譽主席、會議主席、指導委員會、顧問委員會或國際程序委員會成員及主題演講者。最近，她參與了一個獲得歐盟資金支持的國家項目：BioCell-NanoART 新型生物啟發的細胞納米架構 - 用於數字集成電路，資金為 300 萬歐元，來自國家科學研究與創新機構。她是歐洲模糊邏輯與技術學會的成員，工業與應用數學學會的成員，IEEE 的高級會員，IEEE 計算智能學會模糊系統技術委員會成員，IEEE CIS 新興技術技術委員會第 14 工作組的主席，以及 IEEE SMCS 軟計算技術委員會的成員。Balas 博士曾擔任 IFSA - 國際模糊系統協會理事會的副主席（負責獎項）（2013-2015），是印度跨學科數學論壇 (FIM) 的理事會聯合秘書，並因在軟計算方法領域的貢獻獲得羅馬尼亞學院的「Tudor Tanasescu」獎（2019）。

**Kamila Zarychta-Romanowska** 是一名律師，擁有法國斯特拉斯堡的國際、歐盟和比較法學學位，以及波蘭弗羅茨瓦夫法學院的法學碩士學位。她在同一大學獲得博士學位，專注於歐盟刑法、移民、邊界犯罪學和執法、人類走私和販賣、跨國有組織犯罪，以及歐盟人道主義和安全法。她曾擔任歐洲議會（LIBE、REGI、CRIM、SEDE、TERR、DROI）的高級法律和政治顧問；是 WIPO ADR 和波蘭仲裁法院的認可仲裁員和調解員；是一位國際知名的犯罪學家和專家/顧問，涉及性別問題/全球安全策略、大規模毀滅性武器和新興安全與防禦技術（NATO-MARSEC COE）、海洋安全、性別/可持續發展目標意識（波蘭海軍學院、科威特和卡塔爾海岸警衛隊）、歐盟委員會和波蘭邊防機構的合作；在科希林的邊防學院擔任訪問研究員，是情報、反情報和網絡情報的國際顧問；以及布魯塞爾量子標準小組的技術法律專家成員。她是弗羅茨瓦夫大學安全研究與教育中心的成員，也是歐洲邊界情報、移民、歐盟刑法和警察法、安全與防禦、數字情報和數字/網絡犯罪學的知名作者和國際專家。她對 WPS、歐盟和全球創新在減災、人類安全和情報方面充滿熱情。