| 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 25 (4), 2983-3013, 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 PMS Sánchez, JMJ Valero, AH Celdrán, G Bovet, MG Pérez, GM Pérez 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 |
| Short: LSTM-based GNSS spoofing detection using low-cost spectrum sensors R Calvo-Palomino, A Bhattacharya, G Bovet, D Giustiniano 2020 IEEE 21st International Symposium on" A World of Wireless, Mobile and …, 2020 | 52 | 2020 |
| 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 |
| Learning the unknown: Improving modulation classification performance in unseen scenarios E Perenda, S Rajendran, G Bovet, S Pollin, M Zheleva IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021 | 43 | 2021 |
| 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 |
| 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 |
| A web-of-things gateway for knx networks G Bovet, J Hennebert Smart SysTech 2013; European Conference on Smart Objects, Systems and …, 2013 | 27 | 2013 |
| 5g system security analysis G Holtrup, W Lacube, DP David, A Mermoud, G Bovet, V Lenders arXiv preprint arXiv:2108.08700, 2021 | 25 | 2021 |
| 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 |
| A Big Data architecture for early identification and categorization of dark web sites J Pastor-Galindo, HÂ Sandlin, FG Mármol, G Bovet, GM Pérez Future Generation Computer Systems 157, 67-81, 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 framework quantifying trustworthiness of supervised machine and deep learning models A Huertas Celdran, J Kreischer, M Demirci, J Leupp, ... CEUR Workshop Proceedings, 1-14, 2023 | 21 | 2023 |
| 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 | 19 | 2023 |
| Rl and fingerprinting to select moving target defense mechanisms for zero-day attacks in iot AH Celdrán, PMS Sánchez, J von der Assen, T Schenk, G Bovet, ... IEEE Transactions on Information Forensics and Security 19, 5520-5529, 2024 | 18 | 2024 |
Alberto Huertas CeldranUniversity of MurciaVerified email at um.es
