SECURED
Publications
Conference Proceedings
- Siddiqi, Muhammad Ali, David Vrijenhoek, Lennart PL Landsmeer, Job van der Kleij, Anteneh Gebregiorgis, Vincenzo Romano, Rajendra Bishnoi, Said Hamdioui, and Christos Strydis. "A Lightweight Architecture for Real-Time Neuronal-Spike Classification." 21st ACM International Conference on Computing Frontiers Proceedings”, Ischia, Italy, May 7, 2024
- Francesco Regazzoni et al., "SECURED for Health: Scaling Up Privacy to Enable the Integration of the European Health Data Space," 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), Valencia, Spain, 2024, pp. 1-4, doi: 10.23919/DATE58400.2024.10546514.
- Aniol Bisquert, Achraf Hmimou, Josep Ll. Berral, Alberto Gutierrez-Torre and Oscar Romero, “HealthMesh: An Architectural Framework for Federated Healthcare Data Management,” 26th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data, Paestum, Italy, March 25, 2024.
- Pol G. Recasens, Jordi Torres, Josep Berral, Søren Hauberg, Pablo Moreno-Muñoz, “Beyond Parameter Averaging in Model Aggregation,” NeurIPS 2023, New Orleans, Luisiana, USA, December 10-16, 2023
- Raouf Kerkouche, Gergely Ács, and Mario Fritz. 2023. Client-specific Property Inference against Secure Aggregation in Federated Learning. In Proceedings of the 22nd Workshop on Privacy in the Electronic Society (WPES '23). Association for Computing Machinery, New York, NY, USA, 45–60, November 26, 2023
- Alexander Islam El-Kady, Apostolos P. Fournaris, Vassilis Paliuras, Dilithium Hardware-Accelerated Application using OpenCL-based High-Level Synthesis, 42nd IEEE/ACM International Conference on Computer-Aided Design (ICCAD) 2023, San Francisco, California, USA, October 29 - November 2, 2023
- M. A. Siddiqi et al., "Memristor-Based Lightweight Encryption," 2023 26th Euromicro Conference on Digital System Design (DSD), Golem, Albania, September 6, 2023, pp. 634-641
- Christos Ntokos, Nikolaos Bakalos, and Dimitrios Kalogeras. 2023. Towards Accelerating the Adoption of Federated Learning for Heterogeneous Data. In Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA '23). Association for Computing Machinery, New York, NY, USA, 617–624. https://doi.org/10.1145/3594806.3596568
- F. Regazzoni, P. Palmieri and A. P. Fournaris, "Treating a different kind of patient: curing security weaknesses in digital health systems of the future," 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), Monopoli (Bari), Italy, 2023, pp. 99-102, doi: 10.1109/IWASI58316.2023.10164581.
- Francesco Ratto, Luigi Raffo and Francesca Palumbo, A Multithread AES Accelerator for Cyber-Physical Systems, MalIoT workshop, in proc. of 20th ACM International Conference on Computing Frontiers, Bolognia, Italy May 9th - 11th, 2023
Journals / Magazines
- Lennart P.L. Landsmeer, Max C.W. Engelen, Rene Miedema, Christos Strydis, "Tricking AI chips into simulating the human brain: A detailed performance analysis." Neurocomputing, Volume 598, 2024, 127953, https://doi.org/10.1016/j.neucom.2024.127953.
- De Ridder, Dirk, et al. "NeuroDots: From Single-Target to Brain-Network Modulation: Why and What Is Needed?." Neuromodulation: Technology at the Neural Interface (2024).
- Miedema, Rene, and Christos Strydis. "ExaFlexHH: an exascale-ready, flexible multi-FPGA library for biologically plausible brain simulations." Frontiers in Neuroinformatics 18 (2024): 1330875.
- Olar, A., Tyler, T., Hoppa, P. et al. “Annotated dataset for training deep learning models to detect astrocytes in human brain tissue.” Sci Data 11, 96 (2024). https://doi.org/10.1038/s41597-024-02908-x
Blog posts
- Maja Nisević and Daniela Spajić, SECURED: Project updates and legal insights for the beginning of its second year (Part II), CiTiP Blog, January 25 2024
- Maja Nisević and Daniela Spajić, SECURED: Project updates and legal insights for the beginning of its second year (Part I), CiTiP Blog, January 23 2024
- Daniela Spajić, Anonymous vs. pseudonymous data: the CJEU reaffirms the relative approach to the concept of personal data, CiTiP Blog, June 13 2023
Project Deliverables
| Work Package No | Deliverable Related No | Deliverable No | Deliverable Name | Lead Beneficiary | Type | Dissemination Level | Due Date | Status |
| WP1 | D1.1 | D1 | Project Handbook Quality, Risk Management | UvA | R | PU | 31 Mar 2023 | Approved |
| WP1 | D1.2 | D2 | GDPR and Ethics Project Guidelines | KUL | R | PU | 30 Jun 2023 | Approved |
| WP1 | D1.6 | D26 | Data Management Plan | UvA | R | PU | 30 Jun 2023 | Approved |
| WP1 | D1.7 | D27 | Project Website | ISI | DEC | PU | 31 Mar 2023 | Pending |
| WP1 | D1.8 | D28 | Updated Data Management Plan | UvA | R | PU | 31 Jul 2024 | Pending |
| WP1 | D1.9 | D29 | Dissemination and Exploitation Plan | ISI | R | PU | 30 Jun 2023 | Approved |
| Work Package No | Deliverable Related No | Deliverable No | Deliverable Name | Lead Beneficiary | Type | Dissemination Level | Due Date | Status |
| WP2 | D2.1 | D6 | Interim report on Data anonymization, de-anonymization and Synthetic data generation techniques, tools and services | UCC | R | PU | 29 Feb 2024 | Pending |
| WP2 | D2.2 | D7 | Data anonymization and de-anonymization techniques and tools | ATOS | R | PU | 31 Dec 2024 | Pending |
| WP2 | D2.3 | D8 | Synthetic Data Generation techniques and tools | BSC CNS | R | PU | 30 Apr 2025 | Pending |
| WP2 | D2.4 | D9 | Data anonymization, de-anonymization and Synthetic data generation Library | UvA | R | PU | 30 Apr 2025 | Pending |
| WP2 | D2.5 | D10 | Legal and ethical framework and analysis | KUL | R | PU | 30 Sep 2023 | Pending |
| Work Package No | Deliverable Related No | Deliverable No | Deliverable Name | Lead Beneficiary | Type | Dissemination Level | Due Date | Status |
| WP3 | D3.1 | D11 | Interim report on Scalable Secure Multiparty Computation, Federated Learning and Unbiased AI techniques and tools | SEM | R | PU | 29 Feb 2024 | Pending |
| WP3 | D3.2 | D12 | Scalability Enhancement for Secure Multiparty Computation | NXP | R | PU | 31 Dec 2024 | Pending |
| WP3 | D3.3 | D13 | Secure Multiparty Computation Federated Learning Client Infrastructure | BME | R | PU | 31 Dec 2024 | Pending |
| WP3 | D3.4 | D14 | Unbiased AI techniques and methods report | THALES | R | PU | 30 Apr 2025 | Pending |
| WP3 | D3.5 | D15 | SECURED Secure Multiparty Computation library, tools and services | UvA | R | PU | 30 Apr 2025 | Pending |
| Work Package No | Deliverable Related No | Deliverable No | Deliverable Name | Lead Beneficiary | Type | Dissemination Level | Due Date | Status |
| WP4 | D4.1 | D16 | State of the Art and initial technical requirements | ISI | R | PU | 30 Jun 2023 | Submitted |
| WP4 | D4.2 | D18 | Architecture Specifications, Analysis and Design | ISI | R | PU | 30 Jun 2024 | Submitted |
| WP4 | D4.3 | D19 | SECURED Solution Formal Verification report | UNISS | R | PU | 30 Apr 2025 | Pending |
| WP4 | D4.4 | D20 | Knowledge Base and SECURED Federation infrastructure | ICCS | R | PU | 30 Apr 2025 | Pending |
| W | ||||||||
| WP4 | D4.6 | D22 | Legal Validation and Recommendation report | KUL | R | PU | 31 Dec 2025 | Pending |
All Deliverables are Sensitive