Publicaciones en las que colabora con Gregorio Martinez Perez (49)

2024

  1. Adversarial attacks and defenses on ML- and hardware-based IoT device fingerprinting and identification

    Future Generation Computer Systems, Vol. 152, pp. 30-42

  2. Analyzing the robustness of decentralized horizontal and vertical federated learning architectures in a non-IID scenario

    Applied Intelligence, Vol. 54, Núm. 8, pp. 6637-6653

  3. Corrigendum to “Fedstellar: A platform for decentralized federated learning” [Expert Syst. Appl. 242 (2024) 122861] (S0957417423033638), (10.1016/j.eswa.2023.122861)

    Expert Systems with Applications

  4. CyberSpec: Behavioral Fingerprinting for Intelligent Attacks Detection on Crowdsensing Spectrum Sensors

    IEEE Transactions on Dependable and Secure Computing, Vol. 21, Núm. 1, pp. 284-297

  5. FederatedTrust: A solution for trustworthy federated learning

    Future Generation Computer Systems, Vol. 152, pp. 83-98

  6. Fedstellar: A Platform for Decentralized Federated Learning

    Expert Systems with Applications, Vol. 242

  7. Mitigating communications threats in decentralized federated learning through moving target defense

    Wireless Networks

  8. RL and Fingerprinting to Select Moving Target Defense Mechanisms for Zero-Day Attacks in IoT

    IEEE Transactions on Information Forensics and Security, Vol. 19, pp. 5520-5529

  9. Robust Federated Learning for execution time-based device model identification under label-flipping attack

    Cluster Computing, Vol. 27, Núm. 1, pp. 313-324

  10. Single-board device individual authentication based on hardware performance and autoencoder transformer models

    Computers and Security, Vol. 137

  11. Studying the Robustness of Anti-Adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors

    IEEE Transactions on Dependable and Secure Computing, Vol. 21, Núm. 2, pp. 573-584

2023

  1. A Framework Quantifying Trustworthiness of Supervised Machine and Deep Learning Models

    CEUR Workshop Proceedings

  2. A Lightweight Moving Target Defense Framework for Multi-purpose Malware Affecting IoT Devices

    IEEE International Conference on Communications

  3. A Review of "Toward Pre-standardization of Reputation-based Trust Models Beyond 5G"

    Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023

  4. A Summary of Privacy-preserving and Syscall-based Intrusion Detection System for IoT Sensors Affected by Data Falsification Attacks

    Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023

  5. A Trustworthy Federated Learning Framework for Individual Device Identification

    2023 JNIC Cybersecurity Conference, JNIC 2023

  6. A Trustworthy Federated Learning Framework for Individual Device Identification

    Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023

  7. A methodology to identify identical single-board computers based on hardware behavior fingerprinting

    Journal of Network and Computer Applications, Vol. 212

  8. Behavioral fingerprinting to detect ransomware in resource-constrained devices

    Computers and Security, Vol. 135

  9. Cutting-Edge Assets for Trust in 5G and Beyond: Requirements, State of the Art, Trends, and Challenges

    ACM Computing Surveys, Vol. 55, Núm. 11