Blockchain and AI for Security and Privacy in Smart Agriculture
暫譯: 智慧農業中的區塊鏈與人工智慧安全與隱私

《區塊鏈與人工智慧在智慧農業中的安全與隱私》提供了一個創新的視角，探討先進技術如何重新定義農業的未來。隨著智慧農業越來越多地整合物聯網（IoT）設備、感測器、無人機和數據分析來提升效率和可持續性，它同時也面臨著數據隱私、安全性和利益相關者信任等關鍵問題。本書探討了區塊鏈和人工智慧（AI）如何有效應對這些挑戰。區塊鏈的去中心化和防篡改系統確保了安全的數據存儲、農業過程的透明度，以及從生產者到消費者的供應鏈端到端可追溯性。AI進一步加強了這個生態系統，提供智能威脅檢測、預測分析和即時決策，從而提升作物管理、優化資源並降低風險。本書針對研究人員、學術界、政策制定者、農業科技企業家和行業專家，結合基礎理論與實際應用、案例研究和實踐實施模型，幫助讀者掌握設計安全、保護隱私和值得信賴的智慧農業系統的知識，從而提升生產力、減少詐騙並建立可持續的農業未來。

主要特點：
- 專注於智慧農業中區塊鏈和AI分析的最新發展。
- 提出智慧農業中安全與隱私的不同問題。
- 提供最新的區塊鏈和AI模型，用於智慧農業中的安全分析。
- 討論區塊鏈和AI驅動的分析及技術在智慧農業中檢測威脅的日益重要角色。
- 提出基於區塊鏈和AI的智慧農業數據分析和決策模型的前景。

Dr. Randhir Kumar received his Ph.D. in the department of Information Technology from NIT Raipur, India. He completed his Postdoctoral from department of Electrical Engineering, IIT Hyderabad. He is currently working as an Associate Professor, School of Computer Science (SoCS), University of Petroleum and Energy Studies, Dehradun. He has published his research articles in leading journal and conferences from IEEE, Elsevier, Springer, and John Wiley. His paper has been published in some of the high impact factor journals such as - IEEE Internet of Things, IEEE Transactions on Intelligent Transportation Systems, IEEE Transactions on Network Science and Engineering, IEEE Transactions on Green Communications and Networking, IEEE Transactions on Industrial Informatics, IEEE Intelligent Systems, IEEE Consumer Electronics Magazine, IEEE COMSNETs, IEEE ICC, MobiCom, GlobeCom, Computer Networks, JPDC, and Transactions on Emerging Telecommunications Technologies (ETT Wiley). His paper was recognized as most cited paper of year 2020-2021 in one of the reputed journals i.e., Transactions on Emerging Telecommunications Technologies. He received best paper presentation award in one of the reputed conferences i.e., GLOBECOM in the year 2022. He has qualified UGC-NET in the year of 2018. He has been awarded as Best Engineer Trainee by Honeywell Technology, India in the year 2009. Additionally, he has been listed in the Top 2% Global Scientists list published by Stanford University and Elsevier in the year 2023, 2024, and 2025. He is active reviewer of many of the reputed journals like IEEE TDSC, IEEE TGCN, IEEE TNSM, IEEE TII, IEEE Access, Journal of Super Computing, Journal of Ambient Intelligent and Humanized Computing, and International Journal of Information Security and Privacy, IGI global. His research interest includes Cryptographic Techniques, Information Security, Blockchain Technology, Digital Twin and Services, Software Engineering, and Web Mining. He is also a member of IEEE, IAENG.

Prabhat Kumar received his Ph.D. degree in Information Technology, National Institute of Technology Raipur, Raipur, India, under the prestigious fellowship of Ministry of Human Resource and Development (MHRD) funded by the Government of India in 2022. Thereafter, he worked with Indian Institute of Technology Hyderabad, India, as a Post-doctoral Researcher under project "Development of Indian Telecommunication Security Assurance Requirements for IoT devices". He is currently working as Assistant Professor with the Department of Software Engineering, LUT School of Engineering Science, LUT University, Lappeenranta, Finland. He has many research contributions in the area of Machine Learning, Deep Learning, Federated Learning, Big Data Analytics, Cybersecurity, Blockchain, Cloud Computing, Internet of Things, Digital Twin and Software Defined Networking. He has authored or co-authored over 28+ top-tier journal/conference articles, including 13+ IEEE TRANSACTIONS/Magazine papers. One of his Ph.D. publication was recognized as a top cited article by WILEY in 2020-21. Some of his research findings are published in top cited journals and conferences, such as IEEE TII, IEEE TITS, IEEE TNSE, IEEE TGCN, IEEE IoT-J, IEEE Intelligent Systems, IEEE Consumer Electronics Magazine, IEEE MICRO, JSA (Elsevier), ComCom (Elsevier), Comnet (Elsevier), JPDC (Elsevier), ICDCN, IEEE ICC, ACM MobiCom and IEEE GLOBECOM. He is an Expert Evaluator of top scientific journals and conferences, including IEEE TII, IEEE TITS, IEEE TNSE, IEEE TGCN, IEEE JBHI, IEEE IoTJ, IEEE Network Magazine, IEEE IoT Magazine, IEEE Access, ACM TALLIP, ComCom and IEEE ICC. He is also an IEEE Member.

Dr. Sobin C.C. has vast expertise in studies of "Delay Tolerant Networks (DTNs)", "Wireless Networks", and "Internet of Things (IoT)". Dr. Sobin's M. Tech and PhD research from premier institutes in India, such as IIT Madras and IIT Roorkee enabled to acquire in-depth knowledge in developing routing protocols for DTNs and designing IoT-based applications. Also, well-versed in building IoT applications over DTN in case of limited Internet connectivity. PI published articles relevant to his area of expertise in leading reputed journals in the specified field (Journal of Network and Computer Applications, Wireless Personal Communications, International Journal of Communication Systems, etc.). He is currently working as Professor, School of Computer Science (SoCS), University of Petroleum and Energy Studies, Dehradun.

Randhir Kumar 博士於印度 NIT Raipur 的資訊科技系獲得博士學位。他在印度 IIT Hyderabad 的電機工程系完成了博士後研究。目前，他擔任德拉敦石油與能源研究大學計算機科學學院（SoCS）的副教授。他的研究文章已發表於 IEEE、Elsevier、Springer 和 John Wiley 等領先期刊和會議上。他的論文發表在一些高影響因子的期刊上，例如 - IEEE Internet of Things、IEEE Transactions on Intelligent Transportation Systems、IEEE Transactions on Network Science and Engineering、IEEE Transactions on Green Communications and Networking、IEEE Transactions on Industrial Informatics、IEEE Intelligent Systems、IEEE Consumer Electronics Magazine、IEEE COMSNETs、IEEE ICC、MobiCom、GlobeCom、Computer Networks、JPDC 和 Transactions on Emerging Telecommunications Technologies (ETT Wiley)。他的論文在 2020-2021 年被認定為某知名期刊中引用次數最多的論文，即 Transactions on Emerging Telecommunications Technologies。他在 2022 年的 GLOBECOM 會議中獲得最佳論文報告獎。他於 2018 年通過 UGC-NET 考試。2009 年，他被 Honeywell Technology, India 評選為最佳工程實習生。此外，他在 2023、2024 和 2025 年被斯坦福大學和 Elsevier 列入全球前 2% 科學家名單。他是多個知名期刊的活躍審稿人，如 IEEE TDSC、IEEE TGCN、IEEE TNSM、IEEE TII、IEEE Access、Journal of Super Computing、Journal of Ambient Intelligent and Humanized Computing 和 International Journal of Information Security and Privacy, IGI global。他的研究興趣包括加密技術、資訊安全、區塊鏈技術、數位雙胞胎與服務、軟體工程和網路挖掘。他也是 IEEE 和 IAENG 的成員。

Prabhat Kumar於 2022 年在印度 Raipur 的國立技術學院獲得資訊科技博士學位，該學位由印度政府資助的教育部（MHRD）獎學金支持。此後，他在印度 IIT Hyderabad 擔任博士後研究員，參與「為 IoT 設備開發印度電信安全保證要求」的項目。目前，他在芬蘭 Lappeenranta 的 LUT 大學工程科學學院軟體工程系擔任助理教授。他在機器學習、深度學習、聯邦學習、大數據分析、網路安全、區塊鏈、雲計算、物聯網、數位雙胞胎和軟體定義網路等領域有許多研究貢獻。他已發表或共同發表超過 28 篇頂級期刊/會議文章，包括 13 篇以上的 IEEE TRANSACTIONS/雜誌論文。他的一篇博士論文發表在 2020-21 年被 WILEY 認定為引用次數最高的文章。他的一些研究成果發表在引用次數最高的期刊和會議上，如 IEEE TII、IEEE TITS、IEEE TNSE、IEEE TGCN、IEEE IoT-J、IEEE Intelligent Systems、IEEE Consumer Electronics Magazine、IEEE MICRO、JSA (Elsevier)、ComCom (Elsevier)、Comnet (Elsevier)、JPDC (Elsevier)、ICDCN、IEEE ICC、ACM MobiCom 和 IEEE GLOBECOM。他是多個頂級科學期刊和會議的專家評審，包括 IEEE TII、IEEE TITS、IEEE TNSE、IEEE TGCN、IEEE JBHI、IEEE IoTJ、IEEE Network Magazine、IEEE IoT Magazine、IEEE Access、ACM TALLIP、ComCom 和 IEEE ICC。他也是 IEEE 的成員。

Sobin C.C. 博士在「延遲容忍網路（DTNs）」、「無線網路」和「物聯網（IoT）」的研究方面擁有豐富的專業知識。Sobin 博士在印度的 IIT Madras 和 IIT Roorkee 等頂尖機構進行的碩士和博士研究，使他獲得了開發 DTNs 路由協議和設計基於 IoT 的應用的深入知識。此外，他在有限的網際網路連接情況下，熟練於在 DTN 上構建 IoT 應用。他在相關領域的專業期刊（如 Journal of Network and Computer Applications、Wireless Personal Communications、International Journal of Communication Systems 等）上發表了相關的文章。目前，他在德拉敦的石油與能源研究大學計算機科學學院（SoCS）擔任教授。