Romandini, Nicolò; Mora, Alessio; Mazzocca, Carlo; Montanari, Rebecca; Bellavista, Paolo, Federated Unlearning: A Survey on Methods, Design Guidelines, and Evaluation Metrics, «IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS», 2024, ON LINE FIRST, pp. 1 - 21 [Scientific article]Open Access
Mazzocca, Carlo; Garbugli, Andrea; Armillotta, Michele; Montanari, Rebecca; Bellavista, Paolo, Flexible and Secure Process Confinement with eBPF, in: Security and Trust Management, 2024, pp. 97 - 109 (atti di: 20th International Workshop on Security and Trust Management (ERCIM STM 2024), Bydgoszcz, Poland, September 19–20, 2024) [Contribution to conference proceedings]
Mendula, Matteo; Bellavista, Paolo; Levorato, Marco; De Guevara Contreras, Sharon Ladron, Furcifer: a Context Adaptive Middleware for Real-world Object Detection Exploiting Local, Edge, and Split Computing in the Cloud Continuum, in: 2024 IEEE International Conference on Pervasive Computing and Communications, PerCom 2024, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 47 - 56 (atti di: 22nd IEEE International Conference on Pervasive Computing and Communications, PerCom 2024, Biarritz, France, March 11-15, 2024) [Contribution to conference proceedings]
Qaisar, Muhammad Umar Farooq; Yuan, Weijie; Bellavista, Paolo; Han, Guangjie; Ahmed, Adeel, ISAC-Assisted Wireless Rechargeable Sensor Networks with Multiple Mobile Charging Vehicles, «IEEE INTERNET OF THINGS MAGAZINE», 2024, 7, pp. 80 - 86 [Scientific article]
Lakhan, Abdullah; Grønli, Tor-Morten; Bellavista, Paolo; Memon, Sajida; Alharby, Maher; Thinnukool, Orawit, IoT workload offloading efficient intelligent transport system in federated ACNN integrated cooperated edge-cloud networks, «JOURNAL OF CLOUD COMPUTING», 2024, 13, Article number: 79 , pp. 1 - 16 [Scientific article]
Bellavista, Paolo; Di Modica, Giuseppe, IoTwins: Implementing Distributed and Hybrid Digital Twins in Industrial Manufacturing and Facility Management Settings, «FUTURE INTERNET», 2024, 16, Article number: 65 , pp. 1 - 18 [Scientific article]Open Access
Mora, A.; Tenison, I.; Bellavista, P.; Rish, I., Knowledge Distillation in Federated Learning: A Practical Guide, in: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI} 2024, «IJCAI», 2024, pp. 8188 - 8196 (atti di: Thirty-Third International Joint Conference on Artificial Intelligence, (IJCAI) 2024, Jeju, South Korea, August 3-9, 2024) [Contribution to conference proceedings]
Bellavista, Paolo; Dahdal, Simon; Foschini, Luca; Tazzioli, Davide; Tortonesi, Mauro; Venanzi, Riccardo, Kubernetes Enhanced Stateful Service Migration for ML-Driven Applications in Industry 4.0 Scenarios, in: Proceedings - 2024 IEEE Annual Congress on Artificial Intelligence of Things, AIoT 2024, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 25 - 31 (atti di: 2024 IEEE Annual Congress on Artificial Intelligence of Things, AIoT 2024, aus, 2024) [Contribution to conference proceedings]
Mazzocca, Carlo; Mora, Alessio; Romandini, Nicolò; Montanari, Rebecca; Bellavista, Paolo, Membership Proof in Federated Learning via Cryptographic Accumulators, in: 2024 6th International Conference on Blockchain Computing and Applications (BCCA), IEEE, 2024, pp. 57 - 63 (atti di: International Conference on Blockchain Computing and Applications (BCCA), Dubai, United Arab Emirates, 26-29 November 2024) [Contribution to conference proceedings]Open Access
Feraudo, Angelo; Popescu, Diana Andreea; Yadav, Poonam; Mortier, Richard; Bellavista, Paolo, Mitigating IoT Botnet DDoS Attacks through MUD and eBPF based Traffic Filtering, in: ACM International Conference Proceeding Series, Association for Computing Machinery, 2024, pp. 164 - 173 (atti di: 25th International Conference on Distributed Computing and Networking, ICDCN 2024, Chennai, India, January 4-7, 2024) [Contribution to conference proceedings]
Bellavista, Paolo; Bicocchi, Nicola; Fogli, Mattia; Giannelli, Carlo; Mamei, Marco; Picone, Marco, ODTE: A Metric for Digital Twin Entanglement, «IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY», 2024, 5, pp. 2377 - 2390 [Scientific article]
Herrera, Juan Luis; Scotece, Domenico; Galán-Jiménez, Jaime; Berrocal, Javier; Modica, Giuseppe Di; Bellavista, Paolo; Foschini, Luca, Orchestrating Microservice-based SDN Controllers: the MSN Realistic Use Case, in: Proceedings - IEEE Global Communications Conference, GLOBECOM, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 92 - 97 (atti di: 2024 IEEE Global Communications Conference, GLOBECOM 2024, zaf, 2024) [Contribution to conference proceedings]
Staffolani, Alessandro; Darvariu, Victor-Alexandru; Foschini, Luca; Girolami, Michele; Bellavista, Paolo; Musolesi, Mirco, PRORL: Proactive Resource Orchestrator for Open RANs Using Deep Reinforcement Learning, «IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT», 2024, 21, pp. 3933 - 3944 [Scientific article]Open Access
Qaisar, Muhammad Umar Farooq; Yuan, Weijie; Bellavista, Paolo; Liu, Fan; Han, Guangjie; Zakariyya, Rabiu Sale; Ahmed, Adeel, Poised: Probabilistic On-Demand Charging Scheduling for ISAC-Assisted WRSNs With Multiple Mobile Charging Vehicles, «IEEE TRANSACTIONS ON MOBILE COMPUTING», 2024, 23, pp. 10818 - 10834 [Scientific article]
Tu, Haiyan; Bellavista, Paolo; Zhao, Liqiang; Zheng, Gan; Liang, Kai; Wong, Kai-Kit, Priority-Based Load Balancing With Multiagent Deep Reinforcement Learning for Space–Air–Ground Integrated Network Slicing, «IEEE INTERNET OF THINGS JOURNAL», 2024, 11, pp. 30690 - 30703 [Scientific article]
