Publicaciones

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Privacy-Preserving Machine Learning based on Federated Learning and Secure Computation

Lamine Syne, Pino Caballero-Gil , and Candelaria Hernández-Goya

  • Congreso:

  • Eurocast 2024, 19th International Conference on Computer Aided Systems Theory, February 25- March 1, 2024

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Descripción:

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Design and implementation of a Human Computer Interface for the use of instant messaging applications while driving safely

Cándido Caballero-Gil

  • Congreso:

  • Automation, Robotics & Communications for Industry 4.0/5.0 (ARCI' 2024): 4th IFSA Winter Conference

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Descripción:

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Comparative Analysis of SNOW-V, SNOW-Vi, and Rocca Encryption Algorithms for Networks Communications

Jezabel Molina-Gil and Gianmarco Corbo

  • Congreso:

  • Automation, Robotics & Communications for Industry 4.0/5.0 (ARCI' 2024): 4th IFSA Winter Conference

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Descripción:

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Driver Identification and Detection of Drowsiness while Driving

Sonia Díaz-Santos*, Óscar Cigala-álvarez , Ester Gonzalez-Sosa , Pino Caballero-Gil , and Cándido Caballero-Gil

  • Revista:

  • Applied Sciences ( Q2) - 20 March 2024

--> enlace a la revista.
Descripción:

This paper introduces a cutting-edge approach that combines facial recognition and drowsiness detection technologies with Internet of Things capabilities, including 5G/6G connectivity, aimed at bolstering vehicle security and driver safety.

Chart Pattern Recognition Using Convolutional Neural Networks.

C. Caballero-Gil, J. A. Antúnez-Pulido, J. Giner-Rubio.

  • Congreso:

  • Advances in Signal Processing and Artificial Intelligence (ASPAI 2025)

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Descripción:

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Comparative Study of Route Algorithms Applied to Drones.

Jezabel Molina-Gil, Ricardo Aguasca-Colomo, José Gregorio Dorta-Luis

  • Congreso:

  • Advances in Signal Processing and Artificial Intelligence (ASPAI 2025)

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Descripción:

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Leveraging kleptography to strengthen post-quantum cryptography.

Édgar Pérez-Ramos, Omar Suárez-Doro, Candelaria Hernández-Goya, Pino Caballero-Gil.

  • Congreso:

  • Workshop on Quantum-Resistant Cryptography (QuRCry 2025) – evento satélite de Eurocrypt

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Descripción:

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Kleptographic Attacks on Post-Quantum Cryptography: A Case Study on CRYSTALS-Kyber in IoT Devices

Édgar Pérez-Ramos, Omar Suárez-Doro, Candelaria Hernández-Goya, Pino Caballero-Gil.

  • Congreso:

  • IEEE CCGrid 2025 – 25th International Symposium on Cluster, Cloud and Internet Computing

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Descripción:

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Quantum-Resistant Security for IoT: A Practical Lightweight Architecture.

Lamine Syne, Édgar Pérez-Ramos, Candelaria Hernández-Goya, Pino Caballero-Gil.

  • Congreso:

  • IEEE CCGrid 2025 – 25th International Symposium on Cluster, Cloud and Internet Computing

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Descripción:

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Towards IoT Security: A Hybrid Encryption Scheme based on Lightweight and Post-Quantum Cryptography.

Lamine Syne, Édgar Pérez-Ramos, M. C. Hernández-Goya, Pino Caballero-Gil.

  • Congreso:

  • X Jornadas Nacionales de Investigación en Ciberseguridad (JNIC 2025)

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Descripción:

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Diseño de un sistema de votación electrónica basado en Blockchain y cifrado homomórfico.

Javier Padilla Pío, Cándido Caballero Gil, Jezabel Molina Gil, Moti Yung.

  • Congreso:

  • X Jornadas Nacionales de Investigación en Ciberseguridad (JNIC 2025)

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Descripción:

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Gamificación con Genially para aprender criptografía post-cuántica.

Édgar Pérez-Ramos, Candelaria Hernández-Goya, Pino Caballero-Gil.

  • Congreso:

  • X Jornadas Nacionales de Investigación en Ciberseguridad (JNIC 2025)

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Descripción:

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Criptografía aplicada a la seguridad y a la privacidad en ciencias de datos.

Édgar Pérez-Ramos

  • Congreso:

  • Jornadas Sobre criptografía aplicada a la seguridad y a la privacidad en ciencias de datos

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Descripción:

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A Comparative Study of LWE and LIP-Based, Post-Quantum Signature Schemes

Édgar Pérez-Ramos, Cristian Nina-Orellana, Candelaria Hernández-Goya, and Pino Caballero-Gil

  • Congreso:

  • 18th International Conference on Computational Intelligence in Security for Information Systems CISIS 2025

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Descripción:

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Privacy-Enhancing Federated Learning-Based IDS for IoT Networks Using Post-Quantum Secure Channels and Verifiable Secret Sharing

Lamine Syne, Candelaria Hernández-Goya, and Pino Caballero-Gil.

  • Congreso:

  • 18th International Conference on Computational Intelligence in Security for Information Systems CISIS 2025

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Descripción:

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