| Federated learning for malware detection in IoT devices V Rey, PMS Sánchez, AH Celdrán, G Bovet Computer Networks 204, 108693, 2022 | 280 | 2022 |
| Decentralized Federated Learning: Fundamentals, State-of-the-art, Frameworks, Trends, and Challenges E Tomás Martínez Beltrán, M Quiles Pérez, PM Sánchez Sánchez, ... IEEE Communications Surveys & Tutorials, 2023 | 187 | 2023 |
| Intelligent and dynamic ransomware spread detection and mitigation in integrated clinical environments L Fernandez Maimo, A Huertas Celdran, AL Perales Gomez, ... Sensors 19 (5), 1114, 2019 | 125 | 2019 |
| A survey on device behavior fingerprinting: Data sources, techniques, application scenarios, and datasets PMS Sánchez, JMJ Valero, AH Celdrán, G Bovet, MG Pérez, GM Pérez IEEE Communications Surveys & Tutorials 23 (2), 1048-1077, 2021 | 120 | 2021 |
| SeCoMan: A semantic-aware policy framework for developing privacy-preserving and context-aware smart applications AH Celdrán, FJG Clemente, MG Pérez, GM Pérez IEEE Systems Journal 10 (3), 1111-1124, 2014 | 108 | 2014 |
| On the generation of anomaly detection datasets in industrial control systems ÁLP Gómez, LF Maimó, AH Celdrán, FJG Clemente, CC Sarmiento, ... IEEE Access 7, 177460-177473, 2019 | 101 | 2019 |
| Security in brain-computer interfaces: state-of-the-art, opportunities, and future challenges SL Bernal, AH Celdrán, GM Pérez, MT Barros, S Balasubramaniam ACM Computing Surveys (CSUR) 54 (1), 1-35, 2021 | 90* | 2021 |
| Spotting political social bots in Twitter: A use case of the 2019 Spanish general election J Pastor-Galindo, M Zago, P Nespoli, SL Bernal, AH Celdrán, MG Pérez, ... IEEE Transactions on Network and Service Management 17 (4), 2156-2170, 2020 | 80 | 2020 |
| Dynamic management of a deep learning-based anomaly detection system for 5G networks L Fernández Maimó, A Huertas Celdrán, M Gil Pérez, FJ García Clemente, ... Journal of Ambient Intelligence and Humanized Computing 10, 3083-3097, 2019 | 75 | 2019 |
| Madics: A methodology for anomaly detection in industrial control systems ÁL Perales Gómez, L Fernández Maimó, A Huertas Celdrán, ... Symmetry 12 (10), 1583, 2020 | 58 | 2020 |
| Design of a recommender system based on users’ behavior and collaborative location and tracking AH Celdrán, MG Pérez, FJG Clemente, GM Pérez Journal of Computational Science 12, 83-94, 2016 | 46 | 2016 |
| AI and ML–Enablers for beyond 5G Networks A Kaloxylos, A Gavras, D Camps Mur, M Ghoraishi, H Hrasnica | 45 | 2021 |
| Dynamic reconfiguration in 5G mobile networks to proactively detect and mitigate botnets MG Pérez, AH Celdrán, F Ippoliti, PG Giardina, G Bernini, RM Alaez, ... IEEE Internet Computing 21 (5), 28-36, 2017 | 44 | 2017 |
| Intelligent and behavioral-based detection of malware in IoT spectrum sensors AH Celdrán, PMS Sánchez, MA Castillo, G Bovet, GM Pérez, B Stiller International Journal of Information Security 22 (3), 541-561, 2023 | 43 | 2023 |
| Sustainable securing of medical cyber-physical systems for the healthcare of the future AH Celdrán, MG Pérez, FJG Clemente, GM Pérez Sustainable Computing: Informatics and Systems 19, 138-146, 2018 | 43 | 2018 |
| Self-organized laboratories for smart campus AH Celdrán, FJG Clemente, J Saenz, L De La Torre, C Salzmann, D Gillet IEEE Transactions on Learning Technologies 13 (2), 404-416, 2019 | 37 | 2019 |
| Fedstellar: A platform for decentralized federated learning ETM Beltrán, ÁLP Gómez, C Feng, PMS Sánchez, SL Bernal, G Bovet, ... Expert Systems with Applications 242, 122861, 2024 | 31 | 2024 |
| Cyberattacks on miniature brain implants to disrupt spontaneous neural signaling SL Bernal, AH Celdran, LF Maimo, MT Barros, S Balasubramaniam, ... Ieee Access 8, 152204-152222, 2020 | 31 | 2020 |
| Improving the security and QoE in mobile devices through an intelligent and adaptive continuous authentication system JM Jorquera Valero, PM Sanchez Sanchez, L Fernandez Maimo, ... Sensors 18 (11), 3769, 2018 | 31 | 2018 |
| Towards the autonomous provision of self-protection capabilities in 5G networks A Huertas Celdrán, M Gil Pérez, FJ García Clemente, G Martínez Pérez Journal of Ambient Intelligence and Humanized Computing 10, 4707-4720, 2019 | 29 | 2019 |
Gregorio Martinez PerezFull Professor of Computer Science, University of Murcia, SpainVerified email at um.es
