| Securing the Internet of Things in the Age of Machine Learning and Software-defined Networking F Restuccia, S D'Oro, T Melodia IEEE Internet of Things Journal, 2018, 2018 | 362* | 2018 |
| Exposing the Fingerprint: Dissecting the Impact of the Wireless Channel on Radio Fingerprinting A Al-Shawabka, F Restuccia, S D’Oro, T Jian, BC Rendon, N Soltani, J Dy, ... IEEE INFOCOM 2020, 2020 | 300 | 2020 |
| Machine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey J Jagannath, N Polosky, A Jagannath, F Restuccia, T Melodia Ad Hoc Networks, 2019 | 294 | 2019 |
| Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges Y Matsubara, M Levorato, F Restuccia ACM Computing Surveys (CSUR), 2021 | 232 | 2021 |
| Incentive Mechanisms for Participatory Sensing: Survey and Research Challenges F Restuccia, SK Das, J Payton ACM Transactions on Sensor Networks (TOSN) 12 (2), 13, 2016 | 229 | 2016 |
| No Radio Left Behind: Radio Fingerprinting Through Deep Learning of Physical-Layer Hardware Impairments K Sankhe, M Belgiovine, F Zhou, L Angioloni, F Restuccia, S D’Oro, ... IEEE Transactions on Cognitive Communications and Networking 6 (1), 165-178, 2019 | 217 | 2019 |
| Quality of Information in Mobile Crowdsensing: Survey and Research Challenges F Restuccia, N Ghosh, S Bhattacharjee, S Das, T Melodia ACM Transactions on Sensor Networks (TOSN) 13 (4), 43, 2017 | 197 | 2017 |
| DeepRadioID: Real-Time Channel-Resilient Optimization of Deep Learning-based Radio Fingerprinting Algorithms F Restuccia, S D'Oro, A Al-Shawabka, M Belgiovine, L Angioloni, ... ACM MobiHoc 2019, 2019 | 156 | 2019 |
| Colosseum: Large-scale Wireless Experimentation Through Hardware-in-the-loop Network Emulation L Bonati, P Johari, M Polese, S D’Oro, S Mohanti, M Tehrani-Moayyed, ... 2021 IEEE International Symposium on Dynamic Spectrum Access Networks …, 2021 | 119 | 2021 |
| The Slice Is Served: Enforcing Radio Access Network Slicing in Virtualized 5G Systems S D'Oro, F Restuccia, A Talamonti, T Melodia IEEE INFOCOM 2019, 2019 | 101 | 2019 |
| DeepLoRa: Fingerprinting LoRa devices at scale through deep learning and data augmentation A Al-Shawabka, P Pietraski, SB Pattar, F Restuccia, T Melodia Proceedings of the Twenty-second International Symposium on Theory …, 2021 | 83 | 2021 |
| Blockchain for the Internet of Things: Present and Future F Restuccia, SD Kanhere, T Melodia, SK Das arXiv preprint arXiv:1903.07448, 2019 | 83* | 2019 |
| Deep Learning at the Physical Layer: System Challenges and Applications to 5G and Beyond F Restuccia, T Melodia IEEE Communications Magazine, 2020 | 77* | 2020 |
| Machine Learning for Future Wireless Communications FL Luo John Wiley & Sons, 2020 | 77 | 2020 |
| Sl-EDGE: Network Slicing at the Edge S D'Oro, L Bonati, F Restuccia, M Polese, M Zorzi, T Melodia ACM MobiHoc 2020, 2020 | 68 | 2020 |
| Low-Complexity Distributed Radio Access Network Slicing: Algorithms and Experimental Results S D'Oro, F Restuccia, T Melodia, S Palazzo IEEE/ACM Transactions on Networking, 2018 | 66 | 2018 |
| IEEE 802.11bf: Toward Ubiquitous Wi-Fi Sensing F Restuccia arXiv preprint arXiv:2103.14918, 2021 | 60 | 2021 |
| FIDES: A Trust-based Framework for Secure User Incentivization in Participatory Sensing F Restuccia, SK Das World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2014 IEEE 15th …, 2014 | 58 | 2014 |
| Bottlefit: Learning compressed representations in deep neural networks for effective and efficient split computing Y Matsubara, D Callegaro, S Singh, M Levorato, F Restuccia 2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and …, 2022 | 57 | 2022 |
| ChARM: NextG Spectrum Sharing Through Data-Driven Real-Time O-RAN Dynamic Control L Baldesi, F Restuccia, T Melodia IEEE International Conference on Computer Communications (INFOCOM), 2022 | 56 | 2022 |