Next Generation of Trustworthy Agri-Data Management

Project Information

Entrust

Grant agreement ID: 101073381

DOI

10.3030/101073381

EC signature date 2 December 2022

Start date 1 January 2023

End date 31 December 2026

Funded under

• Marie Skłodowska-Curie Actions (MSCA)

Total cost

No data

EU contribution

€ 2 686 053,60

Coordinated by

NATIONAL UNIVERSITY OF IRELAND MAYNOOTH
Ireland

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (1)

Data exchange protocol with affordable digital technology

Websites, patent fillings, videos etc. (1)

Project Website

Project Web page

Publications

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

Author(s): Nur Arifin Akbar, Biagio Lenzitti, Domenico Tegolo
Published in: Lecture Notes in Computer Science, AIxIA 2024 – Advances in Artificial Intelligence, 2024
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-80607-0_2

Enhancing Privacy and Efficiency in Federated Learning Through Hybrid Homomorphic Encryption

Author(s): Rahool Dembani, Ioannis Karvelas, Stamatia Rizou, Domenico Tegolo
Published in: Lecture Notes in Networks and Systems, Intelligent Systems and Applications, 2025
Publisher: 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

Author(s): Saeed Niksaz, Fisnik Dalipi
Published in: Lecture Notes in Computer Science, Distributed, Ambient and Pervasive Interactions, 2025
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-92977-9_8

Conference proceedings (11)

FusionCrypt: Enhancing Image Security Through Hybrid Encryption

Author(s): Dembani, Rahool; Karvelas, Ioannis; Rizou, Stamatia; Tegolo, Domenico
Published in: European Symposium on Security and Privacy (Euro S&P)
Publisher: ZENODO
DOI: 10.5281/ZENODO.16740612

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

Author(s): Nur Arifin Akbar, Biagio Lenzitti, Domenico Tegolo, Rahool Dembani, Clare S. Sullivan
Published in: 2024 International Conference on Decision Aid Sciences and Applications (DASA), 2025
Publisher: IEEE
DOI: 10.1109/DASA63652.2024.10836297

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

Author(s): Rahool Dembani, Nur Arifin Akbar, Ioannis Karvelas, Stamatia Rizou, Domenico Tegolo
Published in: 2025 3rd International Conference on Foundation and Large Language Models (FLLM), 2026
Publisher: IEEE
DOI: 10.1109/FLLM67465.2025.11390917

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

Author(s): Nur Arifin Akbar, Rahool Dembani, Clare Sullivan, Biagio Lenzitti, Domenico Tegolo
Published in: 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2026
Publisher: IEEE
DOI: 10.1109/SMC58881.2025.11342728

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

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

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

Author(s): Uyar, Havva; Karvelas, Ioannis; Sullivan, Clare; Stamatia, Rizou; Fountas, Spyros
Published in: 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

Author(s): Nur Arifin Akbar
Published in: BIO Web of Conferences, Issue 167, 2025, ISSN 2117-4458
Publisher: EDP Sciences
DOI: 10.1051/BIOCONF/202516701001

The Role of Platforms in Agricultural Data Value Creation

Author(s): Uyar, Havva; Rizou, Stamatia; Fountas, Spyros
Published in: 11th International Management Information Systems Conference (IMISC), 2025
Publisher: 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

Author(s): Nur Arifin Akbar, Biagio Lenzitti, Domenico Tegolo
Published in: 2024 7th International Conference on Information and Communications Technology (ICOIACT), 2025
Publisher: IEEE
DOI: 10.1109/ICOIACT64819.2024.10913369

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

Author(s): Sullivan, Clare; Gemtou, Marilena; Anastasiou, Evangelos; Uyar, Havva; Fountas, Spyros
Published in: 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

Author(s): Nur Arifin Akbar, Shahin Rezvanian, Rahool Dembani
Published in: Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025
Publisher: ACM
DOI: 10.1145/3714394.3750593

Peer reviewed articles (10)

Data value creation in agriculture: A review

Author(s): Havva Uyar, Ioannis Karvelas, Stamatia Rizou, Spyros Fountas
Published in: Computers and Electronics in Agriculture, Issue 227, 2024, ISSN 0168-1699
Publisher: Elsevier BV
DOI: 10.1016/j.compag.2024.109602

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

Author(s): Rahool Dembani, Ioannis Karvelas, Nur Arifin Akbar, Stamatia Rizou, Domenico Tegolo, Spyros Fountas
Published in: Computers and Electronics in Agriculture, Issue 232, 2025, ISSN 0168-1699
Publisher: 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

Author(s): Nur Arifin Akbar, Rahool Dembani, Biagio Lenzitti, Domenico Tegolo
Published in: IEEE Access, 2025, ISSN 2169-3536
Publisher: 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

Author(s): Havva Uyar, Athanasios Papanikolaou, Evgenia Kapassa, Marios Touloupos, Stamatia Rizou
Published in: Smart Agricultural Technology, Issue 12, 2025, ISSN 2772-3755
Publisher: Elsevier BV
DOI: 10.1016/J.ATECH.2025.101085

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

Author(s): George Papadopoulos, Simone Arduini, Havva Uyar, Vasilis Psiroukis, Aikaterini Kasimati, Spyros Fountas
Published in: Smart Agricultural Technology, Issue 8, 2024, ISSN 2772-3755
Publisher: Elsevier BV
DOI: 10.1016/J.ATECH.2024.100441

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

Author(s): Samin Ghalandarzadeh, Arianit Kurti, Cecilia Unell, Adam Hallborg, Zenun Kastrati, Tinh Sjökvist
Published in: Smart Agricultural Technology, Issue 11, 2025, ISSN 2772-3755
Publisher: Elsevier BV
DOI: 10.1016/J.ATECH.2025.100958

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

Author(s): George Papadopoulos, Maria-Zoi Papantonatou, Havva Uyar, Olga Kriezi, Alexandros Mavrommatis, Vasilis Psiroukis, Aikaterini Kasimati, Eleni Tsiplakou, Spyros Fountas
Published in: Smart Agricultural Technology, Issue 10, 2025, ISSN 2772-3755
Publisher: Elsevier BV
DOI: 10.1016/J.ATECH.2025.100783

Stakeholders' perspective on smart farming robotic solutions

Author(s): George Papadopoulos, Maria-Zoi Papantonatou, Havva Uyar, Konstantinos Nychas, Vasilis Psiroukis, Aikaterini Kasimati, Ard Nieuwenhuizen, Frits K. Van Evert, Spyros Fountas
Published in: Smart Agricultural Technology, Issue 11, 2025, ISSN 2772-3755
Publisher: Elsevier BV
DOI: 10.1016/J.ATECH.2025.100916

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

Author(s): Saeed Niksaz, Fisnik Dalipi, Anita Mirijamdotter
Published in: Discover Sustainability, Issue 6, 2025, ISSN 2662-9984
Publisher: 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

Author(s): Clare S. Sullivan, Marilena Gemtou, Evangelos Anastasiou, Spyros Fountas
Published in: Smart Agricultural Technology, Issue 8, 2024, ISSN 2772-3755
Publisher: Elsevier BV
DOI: 10.1016/J.ATECH.2024.100477