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