Idio Guarino

Contextual counters and multimodal Deep Learning for activity-level traffic classification of mobile communication apps during COVID-19 pandemic

Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo et al. · Computer Networks · 2022 · 38 citations · Full text

Computing, Computer Science, Computer Systems +17

On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection

Idio Guarino, Giampaolo Bovenzi, Davide Di Monda et al. · 2022 · 26 citations

Computing, Computer Engineering, Computer Science +15

Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps

Idio Guarino, Giuseppe Aceto, Domenico Ciuonzo et al. · IEEE Open Journal of the Communications Society · 2024 · 26 citations · Full text

Computing, Information Technology, Machine Learning +14

Mapping the Landscape of Generative AI in Network Monitoring and Management

Giampaolo Bovenzi, Francesco Cerasuolo, Domenico Ciuonzo et al. · IEEE Transactions on Network and Service Management · 2025 · 14 citations

Computing, Computer Science, Information Technology +15

Many or Few Samples?: Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification

Idio Guarino, Chao Wang, Alessandro Finamore et al. · 2023 · 11 citations

Computing, Computer Science, Data Mining +16