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Davide Di Monda
Davide Di Monda
PhD Student, University of Napoli Federico II & IMT School for Advanced Studies Lucca
Verified email at imtlucca.it
Title
Cited by
Cited by
Year
Machine and deep learning approaches for IoT attack classification
A Nascita, F Cerasuolo, D Di Monda, JTA Garcia, A Montieri, A Pescape
IEEE INFOCOM 2022-IEEE Conference on Computer Communications Workshops …, 2022
502022
On the use of machine learning approaches for the early classification in network intrusion detection
I Guarino, G Bovenzi, D Di Monda, G Aceto, D Ciuonzo, A Pescapé
2022 IEEE International symposium on measurements & networking (M&N), 1-6, 2022
232022
Few shot learning approaches for classifying rare mobile-app encrypted traffic samples
G Bovenzi, D Di Monda, A Montieri, V Persico, A Pescapé
IEEE INFOCOM 2023-IEEE Conference on Computer Communications Workshops …, 2023
72023
Classifying attack traffic in IoT environments via few-shot learning
G Bovenzi, D Di Monda, A Montieri, V Persico, A Pescapè
Journal of Information Security and Applications 83, 103762, 2024
42024
META MIMETIC: Few-Shot Classification of Mobile-App Encrypted Traffic via Multimodal Meta-Learning
G Bovenzi, D Di Monda, A Montieri, V Persico, A Pescapé
35th International Teletraffic Congress (ITC-35), 1 - 9, 2023
42023
IoT botnet-traffic classification using few-shot learning
D Di Monda, G Bovenzi, A Montieri, V Persico, A Pescapè
2023 IEEE International Conference on Big Data (BigData), 3284-3293, 2023
22023
Mapping the Landscape of Generative AI in Network Monitoring and Management
G Bovenzi, F Cerasuolo, D Ciuonzo, D Di Monda, I Guarino, A Montieri, ...
arXiv preprint arXiv:2502.08576, 2025
2025
Few-Shot Class-Incremental Learning for Network Intrusion Detection Systems
D Di Monda, A Montieri, V Persico, P Voria, M De Ieso, A PescapÈ
IEEE Open Journal of the Communications Society, 2024
2024
Supporting Criminal Investigations on the Blockchain: A Temporal Logic-based Approach
M Blanchini, M Cerreta, D Di Monda, M Fabbri, M Raciti, HS Ahmad, ...
2024
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