Next Generation of Trustworthy Agri-Data Management

Informations projet

Entrust

N° de convention de subvention: 101073381

DOI

10.3030/101073381

Date de signature de la CE 2 Decembre 2022

Date de début 1 Janvier 2023

Date de fin 31 Decembre 2026

Financé au titre de

• Marie Skłodowska-Curie Actions (MSCA)

Coût total

Aucune donnée

Contribution de l’UE

€ 2 686 053,60

Coordonné par

NATIONAL UNIVERSITY OF IRELAND MAYNOOTH
Ireland

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

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

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

Enhancing Privacy and Efficiency in Federated Learning Through Hybrid Homomorphic Encryption

Auteurs: Rahool Dembani, Ioannis Karvelas, Stamatia Rizou, Domenico Tegolo
Publié dans: Lecture Notes in Networks and Systems, Intelligent Systems and Applications, 2025
Éditeur: 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

Auteurs: Saeed Niksaz, Fisnik Dalipi
Publié dans: Lecture Notes in Computer Science, Distributed, Ambient and Pervasive Interactions, 2025
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-92977-9_8

Conference proceedings (11)

FusionCrypt: Enhancing Image Security Through Hybrid Encryption

Auteurs: Dembani, Rahool; Karvelas, Ioannis; Rizou, Stamatia; Tegolo, Domenico
Publié dans: European Symposium on Security and Privacy (Euro S&P)
Éditeur: ZENODO
DOI: 10.5281/ZENODO.16740612

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

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

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

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

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

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

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

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

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

Auteurs: Uyar, Havva; Karvelas, Ioannis; Sullivan, Clare; Stamatia, Rizou; Fountas, Spyros
Publié dans: 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

Auteurs: Nur Arifin Akbar
Publié dans: BIO Web of Conferences, Numéro 167, 2025, ISSN 2117-4458
Éditeur: EDP Sciences
DOI: 10.1051/BIOCONF/202516701001

The Role of Platforms in Agricultural Data Value Creation

Auteurs: Uyar, Havva; Rizou, Stamatia; Fountas, Spyros
Publié dans: 11th International Management Information Systems Conference (IMISC), 2025
Éditeur: 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

Auteurs: Nur Arifin Akbar, Biagio Lenzitti, Domenico Tegolo
Publié dans: 2024 7th International Conference on Information and Communications Technology (ICOIACT), 2025
Éditeur: IEEE
DOI: 10.1109/ICOIACT64819.2024.10913369

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

Auteurs: Sullivan, Clare; Gemtou, Marilena; Anastasiou, Evangelos; Uyar, Havva; Fountas, Spyros
Publié dans: 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

Auteurs: Nur Arifin Akbar, Shahin Rezvanian, Rahool Dembani
Publié dans: Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025
Éditeur: ACM
DOI: 10.1145/3714394.3750593

Peer reviewed articles (10)

Data value creation in agriculture: A review

Auteurs: Havva Uyar, Ioannis Karvelas, Stamatia Rizou, Spyros Fountas
Publié dans: Computers and Electronics in Agriculture, Numéro 227, 2024, ISSN 0168-1699
Éditeur: Elsevier BV
DOI: 10.1016/j.compag.2024.109602

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

Auteurs: Rahool Dembani, Ioannis Karvelas, Nur Arifin Akbar, Stamatia Rizou, Domenico Tegolo, Spyros Fountas
Publié dans: Computers and Electronics in Agriculture, Numéro 232, 2025, ISSN 0168-1699
Éditeur: 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

Auteurs: Nur Arifin Akbar, Rahool Dembani, Biagio Lenzitti, Domenico Tegolo
Publié dans: IEEE Access, 2025, ISSN 2169-3536
Éditeur: 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

Auteurs: Havva Uyar, Athanasios Papanikolaou, Evgenia Kapassa, Marios Touloupos, Stamatia Rizou
Publié dans: Smart Agricultural Technology, Numéro 12, 2025, ISSN 2772-3755
Éditeur: Elsevier BV
DOI: 10.1016/J.ATECH.2025.101085

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

Auteurs: George Papadopoulos, Simone Arduini, Havva Uyar, Vasilis Psiroukis, Aikaterini Kasimati, Spyros Fountas
Publié dans: Smart Agricultural Technology, Numéro 8, 2024, ISSN 2772-3755
Éditeur: Elsevier BV
DOI: 10.1016/J.ATECH.2024.100441

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

Auteurs: Samin Ghalandarzadeh, Arianit Kurti, Cecilia Unell, Adam Hallborg, Zenun Kastrati, Tinh Sjökvist
Publié dans: Smart Agricultural Technology, Numéro 11, 2025, ISSN 2772-3755
Éditeur: Elsevier BV
DOI: 10.1016/J.ATECH.2025.100958

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

Auteurs: George Papadopoulos, Maria-Zoi Papantonatou, Havva Uyar, Olga Kriezi, Alexandros Mavrommatis, Vasilis Psiroukis, Aikaterini Kasimati, Eleni Tsiplakou, Spyros Fountas
Publié dans: Smart Agricultural Technology, Numéro 10, 2025, ISSN 2772-3755
Éditeur: Elsevier BV
DOI: 10.1016/J.ATECH.2025.100783

Stakeholders' perspective on smart farming robotic solutions

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

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

Auteurs: Saeed Niksaz, Fisnik Dalipi, Anita Mirijamdotter
Publié dans: Discover Sustainability, Numéro 6, 2025, ISSN 2662-9984
Éditeur: 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

Auteurs: Clare S. Sullivan, Marilena Gemtou, Evangelos Anastasiou, Spyros Fountas
Publié dans: Smart Agricultural Technology, Numéro 8, 2024, ISSN 2772-3755
Éditeur: Elsevier BV
DOI: 10.1016/J.ATECH.2024.100477