| Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges ETM Beltrán, MQ Pérez, PMS Sánchez, SL Bernal, G Bovet, MG Pérez, ... IEEE Communications Surveys & Tutorials, 2023 | 681 | 2023 |
| Federated learning for malware detection in IoT devices V Rey, PMS Sánchez, AH Celdrán, G Bovet Computer Networks 204, 108693, 2022 | 454 | 2022 |
| A Survey on Device Behavior Fingerprinting: Data Sources, Techniques, Application Scenarios, and Datasets PM Sánchez Sánchez, J María Jorquera Valero, A Huertas Celdrán, ... IEEE Communications Surveys & Tutorials 23 (2), 1048-1077, 2021 | 173 | 2021 |
| 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 | 96 | 2024 |
| 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 | 70 | 2023 |
| Federatedtrust: A solution for trustworthy federated learning PMS Sánchez, AH Celdrán, N Xie, G Bovet, GM Pérez, B Stiller Future Generation Computer Systems 152, 83-98, 2024 | 61 | 2024 |
| 5G-PPP Technology Board: AI and ML–Enablers for Beyond 5G Networks DC Mur, A Gavras, M Ghoraishi, H Hrasnica, A Kaloxylos, ... European Commission, 2021 | 58* | 2021 |
| Adversarial attacks and defenses on ML-and hardware-based IoT device fingerprinting and identification PMS Sánchez, AH Celdrán, G Bovet, GM Pérez Future Generation Computer Systems 152, 30-42, 2024 | 51 | 2024 |
| 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 | 47 | 2018 |
| Design of a security and trust framework for 5G multi-domain scenarios JM Jorquera Valero, PM Sanchez Sanchez, A Lekidis, ... Journal of Network and Systems Management 30 (1), 7, 2022 | 39 | 2022 |
| Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors PMS Sánchez, AH Celdrán, T Schenk, ALB Iten, G Bovet, GM Pérez, ... IEEE Transactions on Dependable and Secure Computing, 2022 | 36 | 2022 |
| Transfer learning in pre-trained large language models for malware detection based on system calls PMS Sánchez, AH Celdrán, G Bovet, GM Pérez MILCOM 2024-2024 IEEE Military Communications Conference (MILCOM), 853-858, 2024 | 31 | 2024 |
| AuthCODE: A Privacy-preserving and Multi-device Continuous Authentication Architecture based on Machine and Deep Learning PM Sánchez Sánchez, A Huertas Celdrán, L Fernández Maimó, ... Computers & Security 103, 102168, 2020 | 30* | 2020 |
| Toward pre-standardization of reputation-based trust models beyond 5G JMJ Valero, PMS Sánchez, MG Pérez, AH Celdrán, GM Pérez Computer Standards & Interfaces 81, 103596, 2022 | 29 | 2022 |
| Specforce: A framework to secure iot spectrum sensors in the internet of battlefield things PMS Sánchez, AH Celdrán, G Bovet, GM Pérez, B Stiller IEEE Communications Magazine 61 (5), 174-180, 2022 | 27 | 2022 |
| Ransomai: Ai-powered ransomware for stealthy encryption J von der Assen, AH Celdrán, J Luechinger, PMS Sánchez, G Bovet, ... GLOBECOM 2023-2023 IEEE Global Communications Conference, 2578-2583, 2023 | 23 | 2023 |
| Mitigating communications threats in decentralized federated learning through moving target defense ET Martínez Beltrán, PM Sánchez Sánchez, S López Bernal, G Bovet, ... Wireless Networks 30 (9), 7407-7421, 2024 | 22 | 2024 |
| Privacy-preserving and syscall-based intrusion detection system for IoT spectrum sensors affected by data falsification attacks AH Celdrán, PMS Sánchez, C Feng, G Bovet, GM Pérez, B Stiller IEEE Internet of Things Journal 10 (10), 8408-8415, 2022 | 22 | 2022 |
| A methodology to identify identical single-board computers based on hardware behavior fingerprinting PMS Sánchez, JMJ Valero, AH Celdrán, G Bovet, MG Pérez, GM Pérez Journal of Network and Computer Applications 212, 103579, 2023 | 21 | 2023 |
| A framework quantifying trustworthiness of supervised machine and deep learning models A Huertas Celdran, J Kreischer, M Demirci, J Leupp, ... The AAAI Workshop on Artificial Intelligence Safety (SafeAI), 1-14, 2023 | 21 | 2023 |
Alberto Huertas CeldranUniversity of MurciaVerified email at um.es
