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Giampaolo Bovenzi
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A hierarchical hybrid intrusion detection approach in IoT scenarios
G Bovenzi, G Aceto, D Ciuonzo, V Persico, A Pescapé
GLOBECOM 2020-2020 IEEE global communications conference, 1-7, 2020
1652020
A dive into the dark web: Hierarchical traffic classification of anonymity tools
A Montieri, D Ciuonzo, G Bovenzi, V Persico, A Pescapé
IEEE transactions on network science and engineering 7 (3), 1043-1054, 2019
722019
Characterization and prediction of mobile-app traffic using Markov modeling
G Aceto, G Bovenzi, D Ciuonzo, A Montieri, V Persico, A Pescapé
IEEE Transactions on Network and Service Management 18 (1), 907-925, 2021
642021
A Big Data-enabled Hierarchical Framework for Traffic Classification
G Bovenzi, G Aceto, D Ciuonzo, V Persico, A Pescapé
IEEE Transactions on Network Science and Engineering, 2020
282020
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification
G Bovenzi, L Yang, A Finamore, G Aceto, D Ciuonzo, A Pescapè, D Rossi
Proc. IFIP Traffic Monitor. Anal.(TMA), 2021
272021
Network Anomaly Detection Methods in IoT Environments via Deep Learning: A Fair Comparison of Performance and Robustness
G Bovenzi, G Aceto, D Ciuonzo, A Montieri, V Persico, A Pescapé
Computers & Security, 103167, 2023
262023
Packet-level prediction of mobile-app traffic using multitask deep learning
A Montieri, G Bovenzi, G Aceto, D Ciuonzo, V Persico, A Pescapè
Computer Networks 200, 108529, 2021
252021
IoT-enabled distributed detection of a nuclear radioactive source via generalized score tests
G Bovenzi, D Ciuonzo, V Persico, A Pescapè, PS Rossi
International symposium on signal processing and intelligent recognition …, 2018
212018
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
IEEE International Workshop on Measurements and Networking Proceedings (M&N), 2022
192022
Data Poisoning Attacks against Autoencoder-based Anomaly Detection Models: a Robustness Analysis
G Bovenzi, A Foggia, S Santella, A Testa, V Persico, A Pescapé
2022 International Conference on Communications (ICC22), 2022
162022
A Comparison of Machine and Deep Learning Models for Detection and Classification of Android Malware Traffic
G Bovenzi, F Cerasuolo, A Montieri, A Nascita, V Persico, A Pescapé
IEEE Symposium on Computers and Communications (ISCC) 22, 2022
132022
Benchmarking class incremental learning in deep learning traffic classification
G Bovenzi, A Nascita, L Yang, A Finamore, G Aceto, D Ciuonzo, ...
IEEE Transactions on Network and Service Management, 2023
62023
Few Shot Learning Approaches for Classifying Rare Mobile-App Encrypted Traffic Samples
G Bovenzi, D Di Monda, A Montieri, V Persico, A Pescapè
IEEE International Conference on Computer Communications (INFOCOM23), 2023
42023
Adaptive Intrusion Detection Systems: Class Incremental Learning for IoT Emerging Threats
F Cerasuolo, G Bovenzi, C Marescalco, F Cirillo, D Ciuonzo, A Pescapè
2023 IEEE International Conference on Big Data (BigData), 3547-3555, 2023
32023
Hierarchical Classification of Android Malware Traffic
G Bovenzi, V Persico, A Pescapé, A Piscitelli, V Spadari
2022 IEEE TrustCom International Workshop on Cyberspace Security and …, 2022
32022
Blockchain Performance in Industry 4.0: Drivers, use cases, and future directions
G Bovenzi, G Aceto, V Persico, A Pescapé
Journal of Industrial Information Integration, 100513, 2023
22023
Synergy-Net: Artificial Intelligence at the Service of Oncological Prevention
R Bollino, G Bovenzi, F Cipolletta, L Docimo, M Gravina, S Marrone, ...
Handbook of Artificial Intelligence in Healthcare: Vol. 1-Advances and …, 2022
12022
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
2024
MEMENTO: A novel approach for class incremental learning of encrypted traffic
F Cerasuolo, A Nascita, G Bovenzi, G Aceto, D Ciuonzo, A Pescapè, ...
Computer Networks 245, 110374, 2024
2024
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
2023
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