Idio Guarino

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Network Intrusion Detection

Machine Learning Approaches

Top Venues

Publications

Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps. IEEE Open J. Commun. Soc. 5 (2024)
Idio Guarino, Chao Wang, Alessandro Finamore, Antonio Pescapè, Dario Rossi
Many or Few Samples? Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification. CoRR (2023)
Idio Guarino, Chao Wang, Alessandro Finamore, Antonio Pescapè, Dario Rossi
Many or Few Samples?: Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification. TMA (2023)
Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
Fine-Grained Traffic Prediction of Communication-and-Collaboration Apps Via Deep-Learning: A First Look at Explainability. ICC (2023)
Idio Guarino, Giampaolo Bovenzi, Davide Di Monda, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè
On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection. M&N (2022)
Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
Contextual counters and multimodal Deep Learning for activity-level traffic classification of mobile communication apps during COVID-19 pandemic. Comput. Networks 219 (2022)
Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
Classification of Communication and Collaboration Apps via Advanced Deep-Learning Approaches. CAMAD (2021)
Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
Characterizing and Modeling Traffic of Communication and Collaboration Apps Bloomed With COVID-19 Outbreak. RTSI (2021)
Idio Guarino, Alfredo Nascita, Giuseppe Aceto, Antonio Pescapè
Mobile Network Traffic Prediction Using High Order Markov Chains Trained At Multiple Granularity. RTSI (2021)