Idio Guarino
Orcid: 0009-0002-6141-0188
According to our database1,
Idio Guarino
authored at least 8 papers
between 2021 and 2024.
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Bibliography
2024
Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps.
IEEE Open J. Commun. Soc., 2024
2023
Many or Few Samples?: Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification.
Proceedings of the 7th Network Traffic Measurement and Analysis Conference, 2023
Fine-Grained Traffic Prediction of Communication-and-Collaboration Apps Via Deep-Learning: A First Look at Explainability.
Proceedings of the IEEE International Conference on Communications, 2023
2022
Contextual counters and multimodal Deep Learning for activity-level traffic classification of mobile communication apps during COVID-19 pandemic.
Comput. Networks, 2022
On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection.
Proceedings of the IEEE International Symposium on Measurements & Networking, 2022
2021
Mobile Network Traffic Prediction Using High Order Markov Chains Trained At Multiple Granularity.
Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021
Characterizing and Modeling Traffic of Communication and Collaboration Apps Bloomed With COVID-19 Outbreak.
Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021
Classification of Communication and Collaboration Apps via Advanced Deep-Learning Approaches.
Proceedings of the 26th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2021