Sfoglia per Autore
A multimodal and perturbation-aware learning approach for robust traffic classification
2026 Guarino, Idio; Bovenzi, Giampaolo; Nascita, Alfredo; Ciuonzo, Domenico; Carra, Damiano; Pescape, Antonio
A Federated and Incremental Network Intrusion Detection System for IoT Emerging Threats
2026 Carillo, Raffaele; Cerasuolo, Francesco; Bovenzi, Giampaolo; Ciuonzo, Domenico; Pescape, Antonio
Analyzing the impact of shifts in encrypted mobile-app traffic on multimodal few-shot learning
2026 Di Monda, Davide; Bovenzi, Giampaolo; Montieri, Antonio; Persico, Valerio; Pescape', Antonio
From prompts to packets: A view from the network on ChatGPT, Copilot, and Gemini
2026 Montieri, Antonio; Nascita, Alfredo; Pescape', Antonio
An integration perspective of security, privacy, and resource efficiency in IoT-Fog networks: A comprehensive survey
2025 Javanmardi, Saeed; Nascita, Alfredo; Pescape, Antonio; Merlino, Giovanni; Scarpa, Marco
Attack-adaptive network intrusion detection systems for IoT networks through class incremental learning
2025 Cerasuolo, Francesco; Bovenzi, Giampaolo; Ciuonzo, Domenico; Pescape', Antonio
Explainable federated class incremental learning for Encrypted Network Traffic classification
2025 Carillo, Raffaele; Cerasuolo, Francesco; Bovenzi, Giampaolo; Ciuonzo, Domenico; Pescape', Antonio
Adaptable, incremental, and explainable network intrusion detection systems for internet of things
2025 Cerasuolo, Francesco; Bovenzi, Giampaolo; Ciuonzo, Domenico; Pescape', Antonio
A Survey on Explainable Artificial Intelligence for Internet Traffic Classification and Prediction, and Intrusion Detection
2025 Nascita, Alfredo; Aceto, Giuseppe; Ciuonzo, Domenico; Montieri, Antonio; Persico, Valerio; Pescape, Antonio
Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps
2024 Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A.
BlockSD-5GNet: Enhancing security of 5G network through blockchain-SDN with ML-based bandwidth prediction
2024 Rahman, A.; Khan, M. S. I.; Montieri, A.; Islam, M. J.; Karim, M. R.; Hasan, M.; Kundu, D.; Nasir, M. K.; Pescape', A.
Few-Shot Class-Incremental Learning for Network Intrusion Detection Systems
2024 Di Monda, D.; Montieri, A.; Persico, V.; Voria, P.; De Ieso, M.; Pescape', A.
Classifying attack traffic in IoT environments via few-shot learning
2024 Bovenzi, Giampaolo; Di Monda, Davide; Montieri, Antonio; Persico, Valerio; Pescape', Antonio
Benchmarking Class Incremental Learning in Deep Learning Traffic Classification
2024 Bovenzi, G.; Nascita, A.; Yang, L.; Finamore, A.; Aceto, G.; Ciuonzo, D.; Pescape', A.; Rossi, D.
AI-powered Internet Traffic Classification: Past, Present, and Future
2024 Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A.
MCOTM: Mobility-aware computation offloading and task migration for edge computing in industrial IoT
2024 Qin, Wei; Chen, Haiming; Wang, Lei; Xia, Yinshui; Nascita, Alfredo; Pescape', Antonio
An MLOps Framework for Explainable Network Intrusion Detection with MLflow
2024 Spadari, Vincenzo; Cerasuolo, Francesco; Bovenzi, Giampaolo; Pescape', Antonio
MEMENTO: A novel approach for class incremental learning of encrypted traffic
2024 Cerasuolo, Francesco; Nascita, Alfredo; Bovenzi, Giampaolo; Aceto, Giuseppe; Ciuonzo, Domenico; Pescape', Antonio; Rossi, Dario
Blockchain Performance in Industry 4.0: Drivers, use cases, and future directions
2023 Bovenzi, Giampaolo; Aceto, Giuseppe; Persico, Valerio; Pescape', Antonio
Adaptive Intrusion Detection Systems: Class Incremental Learning for IoT Emerging Threats
2023 Cerasuolo, F.; Bovenzi, G.; Marescalco, C.; Cirillo, F.; Ciuonzo, D.; Pescape', A.
| Titolo | Tipologia | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|---|
| A multimodal and perturbation-aware learning approach for robust traffic classification | 1.1 Articolo in rivista | 2026 | Guarino, Idio; Bovenzi, Giampaolo; Nascita, Alfredo; Ciuonzo, Domenico; Carra, Damiano; Pescape, Antonio | |
| A Federated and Incremental Network Intrusion Detection System for IoT Emerging Threats | 1.1 Articolo in rivista | 2026 | Carillo, Raffaele; Cerasuolo, Francesco; Bovenzi, Giampaolo; Ciuonzo, Domenico; Pescape, Antonio | |
| Analyzing the impact of shifts in encrypted mobile-app traffic on multimodal few-shot learning | 1.1 Articolo in rivista | 2026 | Di Monda, Davide; Bovenzi, Giampaolo; Montieri, Antonio; Persico, Valerio; Pescape', Antonio | |
| From prompts to packets: A view from the network on ChatGPT, Copilot, and Gemini | 1.1 Articolo in rivista | 2026 | Montieri, Antonio; Nascita, Alfredo; Pescape', Antonio | |
| An integration perspective of security, privacy, and resource efficiency in IoT-Fog networks: A comprehensive survey | 1.1 Articolo in rivista | 2025 | Javanmardi, Saeed; Nascita, Alfredo; Pescape, Antonio; Merlino, Giovanni; Scarpa, Marco | |
| Attack-adaptive network intrusion detection systems for IoT networks through class incremental learning | 1.1 Articolo in rivista | 2025 | Cerasuolo, Francesco; Bovenzi, Giampaolo; Ciuonzo, Domenico; Pescape', Antonio | |
| Explainable federated class incremental learning for Encrypted Network Traffic classification | 1.1 Articolo in rivista | 2025 | Carillo, Raffaele; Cerasuolo, Francesco; Bovenzi, Giampaolo; Ciuonzo, Domenico; Pescape', Antonio | |
| Adaptable, incremental, and explainable network intrusion detection systems for internet of things | 1.1 Articolo in rivista | 2025 | Cerasuolo, Francesco; Bovenzi, Giampaolo; Ciuonzo, Domenico; Pescape', Antonio | |
| A Survey on Explainable Artificial Intelligence for Internet Traffic Classification and Prediction, and Intrusion Detection | 1.1 Articolo in rivista | 2025 | Nascita, Alfredo; Aceto, Giuseppe; Ciuonzo, Domenico; Montieri, Antonio; Persico, Valerio; Pescape, Antonio | |
| Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps | 1.1 Articolo in rivista | 2024 | Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A. | |
| BlockSD-5GNet: Enhancing security of 5G network through blockchain-SDN with ML-based bandwidth prediction | 1.1 Articolo in rivista | 2024 | Rahman, A.; Khan, M. S. I.; Montieri, A.; Islam, M. J.; Karim, M. R.; Hasan, M.; Kundu, D.; Nasir, M. K.; Pescape', A. | |
| Few-Shot Class-Incremental Learning for Network Intrusion Detection Systems | 1.1 Articolo in rivista | 2024 | Di Monda, D.; Montieri, A.; Persico, V.; Voria, P.; De Ieso, M.; Pescape', A. | |
| Classifying attack traffic in IoT environments via few-shot learning | 1.1 Articolo in rivista | 2024 | Bovenzi, Giampaolo; Di Monda, Davide; Montieri, Antonio; Persico, Valerio; Pescape', Antonio | |
| Benchmarking Class Incremental Learning in Deep Learning Traffic Classification | 1.1 Articolo in rivista | 2024 | Bovenzi, G.; Nascita, A.; Yang, L.; Finamore, A.; Aceto, G.; Ciuonzo, D.; Pescape', A.; Rossi, D. | |
| AI-powered Internet Traffic Classification: Past, Present, and Future | 1.1 Articolo in rivista | 2024 | Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A. | |
| MCOTM: Mobility-aware computation offloading and task migration for edge computing in industrial IoT | 1.1 Articolo in rivista | 2024 | Qin, Wei; Chen, Haiming; Wang, Lei; Xia, Yinshui; Nascita, Alfredo; Pescape', Antonio | |
| An MLOps Framework for Explainable Network Intrusion Detection with MLflow | 4.1 Articoli in Atti di convegno | 2024 | Spadari, Vincenzo; Cerasuolo, Francesco; Bovenzi, Giampaolo; Pescape', Antonio | |
| MEMENTO: A novel approach for class incremental learning of encrypted traffic | 1.1 Articolo in rivista | 2024 | Cerasuolo, Francesco; Nascita, Alfredo; Bovenzi, Giampaolo; Aceto, Giuseppe; Ciuonzo, Domenico; Pescape', Antonio; Rossi, Dario | |
| Blockchain Performance in Industry 4.0: Drivers, use cases, and future directions | 1.1 Articolo in rivista | 2023 | Bovenzi, Giampaolo; Aceto, Giuseppe; Persico, Valerio; Pescape', Antonio | |
| Adaptive Intrusion Detection Systems: Class Incremental Learning for IoT Emerging Threats | 4.1 Articoli in Atti di convegno | 2023 | Cerasuolo, F.; Bovenzi, G.; Marescalco, C.; Cirillo, F.; Ciuonzo, D.; Pescape', A. |
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