Idio Guarino - RankMe

19 papers B 2Misc 1Journal 7Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A multimodal and perturbation-aware learning approach for robust traffic classification. Comput. Networks Idio Guarino, Giampaolo Bovenzi, Alfredo Nascita, Domenico Ciuonzo, Damiano Carra, Antonio Pescapè
2026	J	`jnl`	A survey on CSI-based Wi-Fi sensing datasets and models with a focus on reproducibility. Comput. Commun. Idio Guarino, Damiano Carra, Marco Cominelli, Francesco Gringoli, Renato Lo Cigno
2025	—	`conf`	Explainable Predictive Analysis of the Economic and Financial Performance of Italian Publicly Owned Companies. ICAIIC Idio Guarino, Antonio Montieri, Domenico Ciuonzo, Antonio Pescapè
2025	—	`conf`	From Entanglement to Explanation: Bridging Quantum ML and XAI for Network Traffic Classification. VCC Alfredo Nascita, Idio Guarino, Vincenzo Spadari, Domenico Ciuonzo, Antonio Pescapè
2025	J	`jnl`	Mapping the Landscape of Generative AI in Network Monitoring and Management. CoRR Giampaolo Bovenzi, Francesco Cerasuolo, Domenico Ciuonzo, Davide Di Monda, Idio Guarino, Antonio Montieri, Valerio Persico, Antonio Pescapè
2025	J	`jnl`	Mapping the Landscape of Generative AI in Network Monitoring and Management. IEEE Trans. Netw. Serv. Manag. Giampaolo Bovenzi, Francesco Cerasuolo, Domenico Ciuonzo, Davide Di Monda, Idio Guarino, Antonio Montieri, Valerio Persico, Antonio Pescapè
2025	—	`conf`	Towards Network Intrusion Detection via Quantum Machine Learning: A Reality Check. INFOCOM WKSHPS Vincenzo Spadari, Idio Guarino, Domenico Ciuonzo, Antonio Pescapè
2024	Misc	`conf`	A Comparison Between Classical and Quantum Machine Learning for Mobile App Traffic Classification. SEC Vincenzo Spadari, Idio Guarino, Domenico Ciuonzo, Antonio Pescapè
2024	J	`jnl`	Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps. IEEE Open J. Commun. Soc. Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2024	B	`conf`	Mirage-App×Act-2024: A Novel Dataset for Mobile App and Activity Traffic Analysis. WiMob Idio Guarino, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè
2024	B	`conf`	XAI for Interpretable Multimodal Architectures with Contextual Input in Mobile Network Traffic Classification. IFIP Networking Francesco Cerasuolo, Idio Guarino, Vincenzo Spadari, Giuseppe Aceto, Antonio Pescapè
2023	—	`conf`	Fine-Grained Traffic Prediction of Communication-and-Collaboration Apps Via Deep-Learning: A First Look at Explainability. ICC Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2023	J	`jnl`	Many or Few Samples? Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification. CoRR Idio Guarino, Chao Wang, Alessandro Finamore, Antonio Pescapè, Dario Rossi
2023	—	`conf`	Many or Few Samples?: Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification. TMA Idio Guarino, Chao Wang, Alessandro Finamore, Antonio Pescapè, Dario Rossi
2022	J	`jnl`	Contextual counters and multimodal Deep Learning for activity-level traffic classification of mobile communication apps during COVID-19 pandemic. Comput. Networks Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2022	—	`conf`	On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection. M&N Idio Guarino, Giampaolo Bovenzi, Davide Di Monda, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè
2021	—	`conf`	Characterizing and Modeling Traffic of Communication and Collaboration Apps Bloomed With COVID-19 Outbreak. RTSI Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2021	—	`conf`	Classification of Communication and Collaboration Apps via Advanced Deep-Learning Approaches. CAMAD Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2021	—	`conf`	Mobile Network Traffic Prediction Using High Order Markov Chains Trained At Multiple Granularity. RTSI Idio Guarino, Alfredo Nascita, Giuseppe Aceto, Antonio Pescapè