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Giampaolo Bovenzi

pegaso telematic university

14H-index
38Paper Count
758Citation Count
Published Papers 10
Publication Date
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Multimodal contrastive learning-based network intrusion detection
errResults in Engineering
IF7.9
err2026-06-06
err0
errOAAI
errGiampaolo Bovenzi; Idio Guarino; Antonio Pescapè
errShare
errSave
A Multimodal and Perturbation-Aware Learning Approach for Robust Traffic Classification
errComputer Networks
IF4.6
err2026-02-25
err0
errOAAI
errIdio Guarino; Giampaolo Bovenzi; Alfredo Nascita; Domenico Ciuonzo; Damiano Carra; Antonio Pescap
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errSave
Analyzing the impact of shifts in encrypted mobile-app traffic on multimodal few-shot learning
errComputer Networks
IF4.6
err2025-12-15
err0
errOAAI
errDavide Di Monda; Giampaolo Bovenzi; Antonio Montieri; Valerio Persico; Antonio Pescapè
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errSave
Explainable federated class incremental learning for Encrypted Network Traffic classification
errComputer Networks
IF4.6
err2025-06-19
err0
errOAAI
errRaffaele Carillo; Francesco Cerasuolo; Giampaolo Bovenzi; Domenico Ciuonzo; Antonio Pescapè
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errSave
Mapping the Landscape of Generative AI in Network Monitoring and Management
errIEEE Transactions on Network and Service Management
IF5.4
err2025-06-01
err0
PREAI
errGiampaolo Bovenzi; Francesco Cerasuolo; Domenico Ciuonzo; Davide Di Monda; Idio Guarino; Antonio Montieri; Valerio Persico; Antonio Pescapé
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errSave
Attack-adaptive network intrusion detection systems for IoT networks through class incremental learning
errCOMPUTER NETWORKS
IF4.6
err2025-05-01
err0
errOAAI
errCerasuolo, Francesco; Bovenzi, Giampaolo; Ciuonzo, Domenico; Pescape, Antonio
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errSave
Classifying attack traffic in IoT environments via few-shot learning
errJOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF3.7
err2024-06-01
err1
errOAAI
errBovenzi, Giampaolo; Di Monda, Davide; Montieri, Antonio; Persico, Valerio; Pescape, Antonio
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errSave
Network anomaly detection methods in IoT environments via deep learning: A Fair comparison of performance and robustness
errCOMPUTERS & SECURITY
IF5.4
err2023-05-01
err34
errOAAI
errBovenzi, Giampaolo; Aceto, Giuseppe; Ciuonzo, Domenico; Montieri, Antonio; Persico, Valerio; Pescape, Antonio
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errSave
A Big Data-Enabled Hierarchical Framework for Traffic Classification
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2020-10-01
err23
PREAI
errBovenzi, Giampaolo; Aceto, Giuseppe; Ciuonzo, Domenico; Persico, Valerio; Pescape, Antonio
errShare
errSave
A Dive into the Dark Web: Hierarchical Traffic Classification of Anonymity Tools
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2020-07-01
err54
PREAI
errMontieri, Antonio; Ciuonzo, Domenico; Bovenzi, Giampaolo; Persico, Valerio; Pescape, Antonio
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Antonio Pescapè
H-index: 55 · Papers: 324
D
Domenico Ciuonzo
H-index: 43 · Papers: 175
G
Giuseppe Aceto
H-index: 30 · Papers: 83
V
Valerio Persico
H-index: 30 · Papers: 86
A
Antonio Montieri
H-index: 26 · Papers: 66
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