| Federated learning for malware detection in IoT devices V Rey, PMS Sánchez, AH Celdrán, G Bovet Computer Networks 204, 108693, 2022 | 224 | 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 | 102 | 2021 |
| 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 | 86 | 2023 |
| 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 | 35 | 2023 |
| AI and ML – Enablers for Beyond 5G Networks A Kaloxylos, A Gavras, D Camps Mur, M Ghoraishi, H Hrasnica https://zenodo.org/record/4299895, 2020 | 35 | 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 | 27 | 2018 |
| 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 | 23 | 2022 |
| Design of a security and trust framework for 5G multi-domain scenarios JM Jorquera Valero, PM Sánchez Sánchez, A Lekidis, ... Journal of Network and Systems Management 30 (1), 7, 2022 | 19 | 2022 |
| 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 | 19* | 2020 |
| 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 | 12 | 2023 |
| Cyberspec: Behavioral fingerprinting for intelligent attacks detection on crowdsensing spectrum sensors AH Celdrán, PMS Sánchez, G Bovet, GM Pérez, B Stiller IEEE Transactions on Dependable and Secure Computing, 2023 | 12* | 2023 |
| 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, 2022 | 12 | 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 | 12 | 2022 |
| 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 | 11 | 2024 |
| 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 | 11* | 2023 |
| Securing smart offices through an intelligent and multi-device continuous authentication system PM Sánchez Sánchez, A Huertas Celdrán, L Fernández Maimó, ... International Conference on Smart City and Informatization, 73-85, 2019 | 11 | 2019 |
| 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 | 9 | 2023 |
| Analyzing the robustness of decentralized horizontal and vertical federated learning architectures in a non-IID scenario PMS Sánchez, AH Celdrán, ETM Beltrán, D Demeter, G Bovet, GM Pérez, ... arXiv preprint arXiv:2210.11061, 2022 | 8 | 2022 |
| LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers PM Sánchez Sánchez, J María Jorquera Valero, A Huertas Celdrán, ... Internet of Things 22, 100764, 2023 | 7 | 2023 |
| A framework quantifying trustworthiness of supervised machine and deep learning models AH Celdran, J Kreischer, M Demirci, J Leupp, PM Sanchez, MF Franco, ... SafeAI2023: The AAAI’s Workshop on Artificial Intelligence Safety, 2938-2948, 2023 | 7* | 2023 |
Alberto Huertas CeldranUniversity of ZurichVerified email at ifi.uzh.ch
