Classification of Communication and Collaboration Apps via Advanced Deep-Learning Approaches. - Idio Guarino; Giuseppe Aceto; Domenico Ciuonzo; Antonio Montieri; Valerio Persico; Antonio Pescapè (CAMAD, 2021)

Characterizing and Modeling Traffic of Communication and Collaboration Apps Bloomed With COVID-19 Outbreak. - Idio Guarino; Giuseppe Aceto; Domenico Ciuonzo; Antonio Montieri; Valerio Persico; Antonio Pescapè (RTSI, 2021)

Mobile Network Traffic Prediction Using High Order Markov Chains Trained At Multiple Granularity. - Idio Guarino; Alfredo Nascita; Giuseppe Aceto; Antonio Pescapè (RTSI, 2021)

On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection. - Idio Guarino; Giampaolo Bovenzi; Davide Di Monda; Giuseppe Aceto; Domenico Ciuonzo; Antonio Pescapè (M&N, 2022)

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; Antonio Montieri; Valerio Persico; Antonio Pescapè (Comput. Networks, 2022)

Fine-Grained Traffic Prediction of Communication-and-Collaboration Apps Via Deep-Learning: A First Look at Explainability. - Idio Guarino; Giuseppe Aceto; Domenico Ciuonzo; Antonio Montieri; Valerio Persico; Antonio Pescapè (ICC, 2023)

Many or Few Samples?: Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification. - Idio Guarino; Chao Wang 103; Alessandro Finamore; Antonio Pescapè; Dario Rossi 001 (TMA, 2023)

A Comparison Between Classical and Quantum Machine Learning for Mobile App Traffic Classification. - Vincenzo Spadari; Idio Guarino; Domenico Ciuonzo; Antonio Pescapè (SEC, 2024)

XAI for Interpretable Multimodal Architectures with Contextual Input in Mobile Network Traffic Classification. - Francesco Cerasuolo; Idio Guarino; Vincenzo Spadari; Giuseppe Aceto; Antonio Pescapè (IFIP Networking, 2024)

Mirage-App×Act-2024: A Novel Dataset for Mobile App and Activity Traffic Analysis. - Idio Guarino; Domenico Ciuonzo; Antonio Montieri; Antonio Pescapè (WiMob, 2024)

Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps. - Idio Guarino; Giuseppe Aceto; Domenico Ciuonzo; Antonio Montieri; Valerio Persico; Antonio Pescapè (IEEE Open J. Commun. Soc., 2024)

Explainable Predictive Analysis of the Economic and Financial Performance of Italian Publicly Owned Companies. - Idio Guarino; Antonio Montieri; Domenico Ciuonzo; Antonio Pescapè (ICAIIC, 2025)

Mapping the Landscape of Generative AI in Network Monitoring and Management. - Giampaolo Bovenzi; Francesco Cerasuolo; Domenico Ciuonzo; Davide Di Monda; Idio Guarino; Antonio Montieri; Valerio Persico; Antonio Pescapè (IEEE Trans. Netw. Serv. Manag., 2025)