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Idio Guarino
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 8
Top Topics
Markov Chain
Network Intrusion Detection
Deep Learning
Mobile Communication
Top Venues
RTSI
CoRR
ICC
CAMAD
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Publications
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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)