PROJECT PUBLICATIONS

Posters

• Assessing Matrix Multiplication Performance with Fully Homomorphic Encryption
  Justo Molina, Rocío Carratalá-Sáez, Manuel F. Dolz, Sandra Catalán.

The International Conference for High Performance Computing, Networking, Storage, and Analysis. Atlanta (EEUU), 2024.

• Cross-Architecture Evaluation of Homomorphic Encryption with Compiler Optimisation Variants

Franklin Espinoza, Darwin Quezada, Sandra Catalán, and Manuel F. Dolz.

The Fourth conference on high performance computing (CHPC 2025), Cádiz (Spain), 2025.

Presentations

• Homomorphic Encryption, a post-quantum security strategy

Rocío  Carratalá-Sáez
6th BYMAT Conference: Bringing Young Mathematicians Together, Valladolid (Spain), 2024. 

• Improving performance of post-quantum security

Sandra Catalán Pallarés

High Performance, Edge and Cloud computing (HiPEAC 2025), Barcelona (Spain), 2025.

• Criptografía Post-Cuántica y HPC: Desafíos y Oportunidades

Sandra Catalán Pallarés

Conferencias de Investigación para Posgrado de la Universidad Complutense de Madrid. Madrid (Spain), 2025.

Conference Articles

• FedSQ: Optimized Weight Averaging via Fixed Gating
  Cristian Pérez-Corral, Jose I. Mestre, Alberto Fernández-Hernández, Manuel F. Dolz, José Duato, Enrique S. Quintana-Ortí
  The 2nd International Conference on Federated Learning and Intelligent Computing Systems (FLICS2026), Valencia (Spain), 2026. (under review).

Journal Articles

• Cross-Platform Characterisation and Performance Analysis of Homomorphic Matrix Multiplication

Franklin Espinoza, Justo Molina, Darwin Quezada-Gaibor, Sandra Catalán and Manuel F. Dolz
Journal of Supercomputing Vol. 82, Núm. 5, Art. 341, 2026. ISSN: 1573-0484. DOI: 10.1007/s11227-026-08464-y