Federated learning for malware detection in IoT devices V Rey, PMS Sánchez, AH Celdrán, G Bovet Computer Networks 204, 108693, 2022 | 266 | 2022 |
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 | 160 | 2023 |
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 | 115 | 2021 |
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 | 42 | 2023 |
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 | 36 | 2020 |
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 | 27 | 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 | 25 | 2024 |
A web-of-things gateway for knx networks G Bovet, J Hennebert Smart SysTech 2013; European Conference on Smart Objects, Systems and …, 2013 | 24 | 2013 |
Offering web-of-things connectivity to building networks G Bovet, J Hennebert Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing …, 2013 | 18 | 2013 |
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 | 16 | 2024 |
Distributed semantic discovery for web-of-things enabled smart buildings G Bovet, J Hennebert 2014 6th International Conference on New Technologies, Mobility and Security …, 2014 | 16 | 2014 |
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 | 15 | 2023 |
5g system security analysis G Holtrup, W Lacube, DP David, A Mermoud, G Bovet, V Lenders arXiv preprint arXiv:2108.08700, 2021 | 15 | 2021 |
Reproducing measured manet radio performances using the emane framework A Nikodemski, JF Wagen, F Buntschu, C Gisler, G Bovet IEEE Communications Magazine 56 (10), 151-155, 2018 | 15 | 2018 |
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 | 14 | 2022 |
Toward web enhanced building automation systems G Bovet, A Ridi, J Hennebert Big Data and Internet of Things: A Roadmap for Smart Environments, 259-283, 2014 | 14 | 2014 |
A lightweight moving target defense framework for multi-purpose malware affecting IoT devices J Von der Assen, AH Celdrán, PMS Sánchez, J Cedeño, G Bovet, ... ICC 2023-IEEE International Conference on Communications, 6010-6015, 2023 | 13 | 2023 |
Towards reliable stochastic data-driven models applied to the energy saving in buildings A Ridi, N Zarkadis, G Bovet, N Morel, J Hennebert Proceedings of CISBAT 2013-Cleantech for Smart Cities Buildings-From Nano to …, 2013 | 13 | 2013 |
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 | 12 | 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 | 12 | 2022 |