Guarino, Idio; Bovenzi, Giampaolo; Nascita, Alfredo; Ciuonzo, Domenico; Carra, Damiano; Pescapè, Antonio, A Multimodal and Perturbation-Aware Learning Approach for Robust Traffic Classification, «COMPUTER NETWORKS», 2026, 0, pp. 0 - 22 [Scientific article]
Guarino, Idio; Carra, Damiano; Cominelli, Marco; Gringoli, Francesco; Cigno, Renato Lo, A survey on CSI-based Wi-Fi sensing datasets and models with a focus on reproducibility, «COMPUTER COMMUNICATIONS», 2026, 249, Article number: 108431 , pp. 1 - 18 [Scientific article]Open Access
Guarino, Idio; Montieri, Antonio; Ciuonzo, Domenico; Pescapè, Antonio, Explainable Predictive Analysis of the Economic and Financial Performance of Italian Publicly Owned Companies, in: 2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), New York, IEEE, 2025, pp. 87 - 92 (atti di: 2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Fukuoka, Japan, 18-21 February 2025) [Contribution to conference proceedings]Open Access
Bovenzi, G.; Cerasuolo, F.; Ciuonzo, D.; Di Monda, D.; Guarino, I.; Montieri, A.; Persico, V.; Pescape, A., Mapping the Landscape of Generative AI in Network Monitoring and Management, «IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT», 2025, 22, pp. 2441 - 2472 [Scientific article]
Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape, A., Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps, «IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY», 2024, 5, pp. 1299 - 1324 [Scientific article]
Guarino, Idio; Ciuonzo, Domenico; Montieri, Antonio; Pescapè, Antonio, Mirage-App×Act-2024: A Novel Dataset for Mobile App and Activity Traffic Analysis, in: 2024 20th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), 2024, pp. 663 - 666 (atti di: 2024 20th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), Paris, 21-23 October 2024) [Contribution to conference proceedings]
Guarino, I.; Wang, C.; Finamore, A.; Pescape, A.; Rossi, D., Many or Few Samples?: Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification, in: TMA 2023 - Proceedings of the 7th Network Traffic Measurement and Analysis Conference, Institute of Electrical and Electronics Engineers Inc., 2023, pp. 1 - 10 (atti di: 7th Network Traffic Measurement and Analysis Conference, TMA 2023, ita, 2023) [Contribution to conference proceedings]
Guarino, I.; Bovenzi, G.; Di Monda, D.; Aceto, G.; Ciuonzo, D.; Pescape, A., On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection, in: 2022 IEEE International Symposium on Measurements and Networking, M and N 2022 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2022, pp. 1 - 6 (atti di: 6th IEEE International Symposium on Measurements and Networking, M and N 2022, ita, 2022) [Contribution to conference proceedings]
