Next Generation of Trustworthy Agri-Data Management

Información del proyecto

Entrust

Identificador del acuerdo de subvención: 101073381

DOI

10.3030/101073381

Fecha de la firma de la CE 2 Diciembre 2022

Fecha de inicio 1 Enero 2023

Fecha de finalización 31 Diciembre 2026

Financiado con arreglo a

• Marie Skłodowska-Curie Actions (MSCA)

Coste total

Sin datos

Aportación de la UE

€ 2 686 053,60

Coordinado por

NATIONAL UNIVERSITY OF IRELAND MAYNOOTH
Ireland

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (1)

Data exchange protocol with affordable digital technology

Websites, patent fillings, videos etc. (1)

Project Website

Project Web page

Publicaciones

Book chapters (3)

A Novel Approach for Leveraging Agent-Based Experts on Large Language Models to Enable Data Sharing Among Heterogeneous IoT Devices in Agriculture

Autores: Nur Arifin Akbar, Biagio Lenzitti, Domenico Tegolo
Publicado en: Lecture Notes in Computer Science, AIxIA 2024 – Advances in Artificial Intelligence, 2024
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-80607-0_2

Enhancing Privacy and Efficiency in Federated Learning Through Hybrid Homomorphic Encryption

Autores: Rahool Dembani, Ioannis Karvelas, Stamatia Rizou, Domenico Tegolo
Publicado en: Lecture Notes in Networks and Systems, Intelligent Systems and Applications, 2025
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-032-00071-2_42

Designing a Socio-Ecological Value Scorecard: A Holistic Approach to Farm Performance and Sustainability

Autores: Saeed Niksaz, Fisnik Dalipi
Publicado en: Lecture Notes in Computer Science, Distributed, Ambient and Pervasive Interactions, 2025
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-92977-9_8

Conference proceedings (11)

FusionCrypt: Enhancing Image Security Through Hybrid Encryption

Autores: Dembani, Rahool; Karvelas, Ioannis; Rizou, Stamatia; Tegolo, Domenico
Publicado en: European Symposium on Security and Privacy (Euro S&P)
Editor: ZENODO
DOI: 10.5281/ZENODO.16740612

Modified xLSTM for Compression and Decompression of Multimodal Agricultural Data in Low-Resource Settings

Autores: Nur Arifin Akbar, Biagio Lenzitti, Domenico Tegolo, Rahool Dembani, Clare S. Sullivan
Publicado en: 2024 International Conference on Decision Aid Sciences and Applications (DASA), 2025
Editor: IEEE
DOI: 10.1109/DASA63652.2024.10836297

JADE-FL: Joint Adaptive Defense and Encryption for Federated Learning

Autores: Rahool Dembani, Nur Arifin Akbar, Ioannis Karvelas, Stamatia Rizou, Domenico Tegolo
Publicado en: 2025 3rd International Conference on Foundation and Large Language Models (FLLM), 2026
Editor: IEEE
DOI: 10.1109/FLLM67465.2025.11390917

Neurocognitive-Inspired Memory Architectures for Agricultural Knowledge Systems: Performance Analysis of Hybrid Approaches

Autores: Nur Arifin Akbar, Rahool Dembani, Clare Sullivan, Biagio Lenzitti, Domenico Tegolo
Publicado en: 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2026
Editor: IEEE
DOI: 10.1109/SMC58881.2025.11342728

Shaping the agricultural future: Engaging stakeholder feedback for the development of agricultural robotic solutions

Autores: Papantonatou, Maria-Zoi; PAPADOPOULOS, GEORGE; Uyar, Havva; Van Evert, Frits; Fountas, Spyros
Publicado en: Agricultural Engineering challenges in existing and new agroecosystems (AgEng2024), 2024
Editor: ZENODO
DOI: 10.5281/ZENODO.12723689

Data-Driven Solutions For Farmer Empowerment In Smart Agriculture: Challenges And Opportunities

Autores: Uyar, Havva; Karvelas, Ioannis; Sullivan, Clare; Stamatia, Rizou; Fountas, Spyros
Publicado en: Agricultural Engineering challenges in existing and new agroecosystems (AgEng2024), 2024
DOI: 10.5281/ZENODO.12723688

Are Re-Ranking in Retrieval-Augmented Generation Methods Impactful for Small Agriculture QA Datasets? A Small Experiment

Autores: Nur Arifin Akbar
Publicado en: BIO Web of Conferences, Edición 167, 2025, ISSN 2117-4458
Editor: EDP Sciences
DOI: 10.1051/BIOCONF/202516701001

The Role of Platforms in Agricultural Data Value Creation

Autores: Uyar, Havva; Rizou, Stamatia; Fountas, Spyros
Publicado en: 11th International Management Information Systems Conference (IMISC), 2025
Editor: The Journal of Applied Engineering and Agriculture Sciences
DOI: 10.5281/ZENODO.16082976

Proof of Federated Learning Contribution (PoFLC) for Secure Agri-Data Sharing and Collaborative Model Training

Autores: Nur Arifin Akbar, Biagio Lenzitti, Domenico Tegolo
Publicado en: 2024 7th International Conference on Information and Communications Technology (ICOIACT), 2025
Editor: IEEE
DOI: 10.1109/ICOIACT64819.2024.10913369

Can we leverage data sharing benefits to increase the adoption of smart farming technologies?

Autores: Sullivan, Clare; Gemtou, Marilena; Anastasiou, Evangelos; Uyar, Havva; Fountas, Spyros
Publicado en: Agricultural Engineering challenges in existing and new agroecosystems (AgEng2024), 2024
DOI: 10.5281/ZENODO.13919848

Memory-Augmented LLMs for Sustainable Urban Energy Management via Weather-Energy Pattern Learning

Autores: Nur Arifin Akbar, Shahin Rezvanian, Rahool Dembani
Publicado en: Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025
Editor: ACM
DOI: 10.1145/3714394.3750593

Peer reviewed articles (10)

Data value creation in agriculture: A review

Autores: Havva Uyar, Ioannis Karvelas, Stamatia Rizou, Spyros Fountas
Publicado en: Computers and Electronics in Agriculture, Edición 227, 2024, ISSN 0168-1699
Editor: Elsevier BV
DOI: 10.1016/j.compag.2024.109602

Agricultural data privacy and federated learning: A review of challenges and opportunities

Autores: Rahool Dembani, Ioannis Karvelas, Nur Arifin Akbar, Stamatia Rizou, Domenico Tegolo, Spyros Fountas
Publicado en: Computers and Electronics in Agriculture, Edición 232, 2025, ISSN 0168-1699
Editor: Elsevier BV
DOI: 10.1016/j.compag.2025.110048

RAG-Driven Memory Architectures in Conversational LLMs - A Literature Review with Insights into Emerging Agriculture Data Sharing

Autores: Nur Arifin Akbar, Rahool Dembani, Biagio Lenzitti, Domenico Tegolo
Publicado en: IEEE Access, 2025, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3589241

Blockchain-enabled traceability and certification for frozen food supply chains: A conceptual design

Autores: Havva Uyar, Athanasios Papanikolaou, Evgenia Kapassa, Marios Touloupos, Stamatia Rizou
Publicado en: Smart Agricultural Technology, Edición 12, 2025, ISSN 2772-3755
Editor: Elsevier BV
DOI: 10.1016/J.ATECH.2025.101085

Economic and environmental benefits of digital agricultural technologies in crop production: A review

Autores: George Papadopoulos, Simone Arduini, Havva Uyar, Vasilis Psiroukis, Aikaterini Kasimati, Spyros Fountas
Publicado en: Smart Agricultural Technology, Edición 8, 2024, ISSN 2772-3755
Editor: Elsevier BV
DOI: 10.1016/J.ATECH.2024.100441

Community-based business models for agricultural and forestry data ecosystems: A systematic literature review

Autores: Samin Ghalandarzadeh, Arianit Kurti, Cecilia Unell, Adam Hallborg, Zenun Kastrati, Tinh Sjökvist
Publicado en: Smart Agricultural Technology, Edición 11, 2025, ISSN 2772-3755
Editor: Elsevier BV
DOI: 10.1016/J.ATECH.2025.100958

Economic and environmental benefits of digital agricultural technological solutions in livestock farming: A review

Autores: George Papadopoulos, Maria-Zoi Papantonatou, Havva Uyar, Olga Kriezi, Alexandros Mavrommatis, Vasilis Psiroukis, Aikaterini Kasimati, Eleni Tsiplakou, Spyros Fountas
Publicado en: Smart Agricultural Technology, Edición 10, 2025, ISSN 2772-3755
Editor: Elsevier BV
DOI: 10.1016/J.ATECH.2025.100783

Stakeholders' perspective on smart farming robotic solutions

Autores: George Papadopoulos, Maria-Zoi Papantonatou, Havva Uyar, Konstantinos Nychas, Vasilis Psiroukis, Aikaterini Kasimati, Ard Nieuwenhuizen, Frits K. Van Evert, Spyros Fountas
Publicado en: Smart Agricultural Technology, Edición 11, 2025, ISSN 2772-3755
Editor: Elsevier BV
DOI: 10.1016/J.ATECH.2025.100916

A systematic literature review on socio-ecological value scorecards for advancing sustainable smart agriculture

Autores: Saeed Niksaz, Fisnik Dalipi, Anita Mirijamdotter
Publicado en: Discover Sustainability, Edición 6, 2025, ISSN 2662-9984
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S43621-025-01682-Z

Building trust: A systematic review of the drivers and barriers of agricultural data sharing

Autores: Clare S. Sullivan, Marilena Gemtou, Evangelos Anastasiou, Spyros Fountas
Publicado en: Smart Agricultural Technology, Edición 8, 2024, ISSN 2772-3755
Editor: Elsevier BV
DOI: 10.1016/J.ATECH.2024.100477