Federated Data Sharing and Analysis for Social Utility

Informazioni relative al progetto

HARPOCRATES

ID dell’accordo di sovvenzione: 101069535

DOI

10.3030/101069535

Progetto chiuso

Data della firma CE 21 Giugno 2022

Data di avvio 1 Ottobre 2022

Data di completamento 30 Settembre 2025

Finanziato da

• Civil Security for Society

Costo totale

€ 4 015 550,00

Contributo UE

€ 4 015 550,00

Coordinato da

TAMPEREEN KORKEAKOULUSAATIO SR
Finland

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (3)

Technical Requirements, Architecture and Testing Plan

Report describing the HARPOCRATES reference architecture, summarizing the detailed requirements towards the HARPOCRATES Platform, and providing an integration testing and evaluation plan.

Initial communication, dissemination, standardisation and exploitation activities

This will be a report summarizing all activities related to dissemination, communication, ecosystem building, standardization, IPR management and exploitation during the rst half of the project.

Plan for dissemination and exploitation including communication activities

Describe the detailed dissemination, communication and exploitation plan of the project (including project website, social media channels and branding), extending the draft plan included in Section 2.

Pubblicazioni

Conference proceedings (6)

Projet Harpocrates : cryptage des données de sommeil et analyse par Machine Learning pour la médecine du sommeil

Autori: Dorone Feingold, Paul Bouchequet, Annabelle Labonne, Matthew Salanitro, Timo Leppänen, James Bowden, Thomas Penzel, Damien Léger.
Pubblicato in: 2023, ISSN 1234-5678
Editore: French Sleep Congress in Lille
DOI: 10.1016/j.msom.2023.12.103

Learning in the Dark: Privacy-Preserving Machine Learning using Function Approximation

Autori: Tanveer Khan; Antonios Michalas
Pubblicato in: 22nd IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom'23), 2023
Editore: IEEE
DOI: 10.48550/arxiv.2309.08190

Symmetrical Disguise: Realizing Homomorphic Encryption Services from Symmetric Primitives (extended version)

Autori: Alexandros Bakas; Eugene Frimpong; Antonis Michalas
Pubblicato in: 2023, ISBN 978-3-031-25538-0
Editore: Springer

A More Secure Split: Enhancing the Security of Privacy-Preserving Split Learning

Autori: Tanveer Khan; Khoa Nguyen; Antonios Michalas
Pubblicato in: Secure IT Systems ISBN: 9783031477478, 2023
Editore: Springer
DOI: 10.5281/ZENODO.8382391

Split Ways: Privacy-Preserving Training of Encrypted Data Using Split Learning

Autori: Tanveer Khan; Khoa Nguyen; Antonis Michalas
Pubblicato in: 2023, ISSN 1613-0073
Editore: CEUR-WS
DOI: 10.48550/arxiv.2301.08778

Love or Hate? Share or Split? Privacy-Preserving Training Using Split Learning and Homomorphic Encryption

Autori: Khan, Tanveer; Nguyen, Khoa; Michalas, Antonis; Bakas, Alexandros
Pubblicato in: Crossref, 2023
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.48550/arxiv.2309.10517

Book chapters (1)

Cryptographic Role-Based Access Control, Reconsidered

Autori: Bin Liu; Antonis Michalas; Bogdan Warinschi
Pubblicato in: Provable and Practical Security ISBN: 9783031209161, 2022, ISBN 978-3-031-20917-8
Editore: Springer
DOI: 10.1007/978-3-031-20917-8_19

Other (2)

FL4IoT: IoT Device Fingerprinting and Identification Using Federated Learning

Autori: Han Wang; David Eklund; Alina Oprea; Shahid Raza
Pubblicato in: Crossref, 2023, ISSN 2577-6207
Editore: ACM
DOI: 10.1145/3603257

Split Without a Leak: Reducing Privacy Leakage in Split Learning

Autori: Nguyen, Khoa; Khan, Tanveer; Michalas, Antonis
Pubblicato in: The 20th Annual International Conference on Privacy, Security & Trust (PST2023), 2023, ISSN 1613-0073
Editore: Springer
DOI: 10.5281/zenodo.8385423

Peer reviewed articles (2)

Journal of Cloud Computing

Autori: Ullah, Amjad; Kiss, Tamas; Kovács, József; Tusa, Francesco; Deslauriers, James; Dagdeviren, Huseyin; Arjun, Resmi; Hamzeh, Hamed
Pubblicato in: Journal of Cloud Computing: Advances, Systems and Applications, Vol 12, Iss 1, Pp 1-29 (2023), 2023, ISSN 2192-113X
Editore: Springer Science + Business Media
DOI: 10.48550/arxiv.2309.02172

Lecture Notes in Computer Science

Autori: Rabaninejad, Reyhaneh; Abdolmaleki, Behzad; Malavolta, Giulio; Michalas, Antonis; Nabizadeh, Amir
Pubblicato in: stoRNA: Stateless Transparent Proofs of Storage-time, 2023, ISSN 0302-9743
Editore: Springer Verlag
DOI: 10.5281/zenodo.7875768