Dissemination

PAROMA-MED Flyer

PAROMA-MED Flyer

PAROMA-MED Project fact sheet

PAROMA-MED Project fact sheet
Start Date Event name / material name Dissemination item material type Papers / presentation title Abstract Authors
29 Jun 2024IEEE TIFS
  • Journal
FedCrypt: A Dynamic White-Box Watermarking Scheme for Homomorphic Federated LearningAbstract
16 Jun 2025SMART HEALTH 2025
  • Conference contribution
A Privacy Preserving Approach for Federating Personal Health RecordsAbstract
01 Jun 2025Lecture Notes in Computer Science
  • Journal
Advancing Healthcare Consent Management: The PAROMA-MED Platform's Integration of User-Centered Interfaces, FHIR, and the EU Data Space ConnectorAbstract
03 Mar 2025PAROMA-MED
  • Poster
PAROMA-MED - roll-upAbstract
03 Jun 2025Huawei Seminar
  • Invited talk
PAROMA-MED: Privacy-Aware Federated AI for the Future of European HealthcareAbstract
26 Apr 2025International Conference on Cryptography, Security and Privacy (CSP 2025)
  • Conference contribution
A Blockchain-Enhanced Reversible Watermarking Framework for End-to-End Data Traceability in Federated Learning SystemsAbstract
30 Mar 2025MDPI MAKE
  • Journal
RoSe-Mix: Robust and Secure Deep Neural Network Watermarking in Black-Box Settings via Image MixupAbstract
20 Mar 2025AI in Health workshop
  • Conference contribution
Federated vs. centralized learning for medical image classification and segmentationAbstract
10 Mar 2025EASiNet 2nd Scientific Remote Meeting
  • Presentation
Technical presentation of PAROMA-MED by project's TM (Kostas Koutsopoulos QTEK)Abstract
16 Feb 2025SPIE Medical Imaging 2025
  • Conference contribution
Federated vs. centralized learning for medical image classification and segmentationAbstract
10 Dec 20242nd Workshop on Regulatable Machine Learning at the 38th Conference on Neural Information Processing Systems
  • Workshop
A Black-Box Watermarking Modulation for Semantic Segmentation ModelsAbstract
17 Dec 2024SECOM 2024
  • Conference contribution
A privacy preserving Health Data Space approach for federated machine learning Abstract
08 Dec 2024IEEE Globecom 2024
  • Conference contribution
6G Sustainable Privacy Preserving Framework Enabling Federated Learning for Health DataAbstract
01 Jul 2023Federated learning for Digital Healthcare system
  • Book
Chapter 4: Recent Advances in federated learning for digital healthcare systemsAbstract
12 Sep 2024CEEE|Gov Days 2024
  • Conference contribution
Measuring Impact on Confidence in Institutions by their Use of Software ComponentsAbstract
08 Jul 2024Secrypt2024
  • Conference contribution
A White-Box Watermarking Modulation for Encrypted DNN in Homomorphic Federated LearningAbstract
10 Jun 2024Eurescom message
  • Magazine
Empowering Collaborative Intelligence: The Federated Learning ApproachAbstract
01 Jul 2023Federated learning for Digital Healthcare system
  • Book
Chapter 2: Architecture and design choices for federated learning in modern digital healthcare systems Abstract
04 Oct 2023Machine Learning & knowledge extraction
  • Journal
When Federated Learning Meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property ProtectionAbstract
14 Sep 2023European projects in Health workshop
  • Presentation
PAROMA-MED projectAbstract
12 Oct 2022IEEE Future Networks World Forum
  • Conference contribution
Federated machine learning through edge ready architectures with privacy preservation as a serviceAbstract
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