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ORCIDAlfredo Nascita
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Journal Articles
- 2024
[j6]Francesco Cerasuolo
, Alfredo Nascita, Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi:
MEMENTO: A novel approach for class incremental learning of encrypted traffic. Comput. Networks 245: 110374 (2024)- [j5]Wei Qin, Haiming Chen, Lei Wang, Yinshui Xia, Alfredo Nascita, Antonio Pescapè:
MCOTM: Mobility-aware computation offloading and task migration for edge computing in industrial IoT. Future Gener. Comput. Syst. 151: 232-241 (2024) - [j4]Giampaolo Bovenzi, Alfredo Nascita, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi:
Benchmarking Class Incremental Learning in Deep Learning Traffic Classification. IEEE Trans. Netw. Serv. Manag. 21(1): 51-69 (2024) - 2023
- [j3]Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè:
Improving Performance, Reliability, and Feasibility in Multimodal Multitask Traffic Classification with XAI. IEEE Trans. Netw. Serv. Manag. 20(2): 1267-1289 (2023) - 2022
- [j2]Anichur Rahman, Antonio Montieri, Dipanjali Kundu, Md. Razaul Karim, Md. Jahidul Islam, Sara Umme, Alfredo Nascita, Antonio Pescapè:
On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives. J. Netw. Syst. Manag. 30(4): 73 (2022) - 2021
- [j1]Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè:
XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures. IEEE Trans. Netw. Serv. Manag. 18(4): 4225-4246 (2021)
Conference and Workshop Papers
- 2024
- [c8]Alfredo Nascita, Raffaele Carillo, Federica Giampetraglia, Antonio Iacono, Valerio Persico, Antonio Pescapè:
Interpretability and Complexity Reduction in Iot Network Anomaly Detection Via XAI. ICASSP Workshops 2024: 325-329 - 2023
- [c7]Ciro Guida, Alfredo Nascita, Antonio Montieri, Antonio Pescapè:
Cross-Evaluation of Deep Learning-based Network Intrusion Detection Systems. FiCloud 2023: 328-335 - [c6]Alfredo Nascita, Francesco Cerasuolo, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè:
Explainable Mobile Traffic Classification: the Case of Incremental Learning. SAFE@CoNEXT 2023: 25-31 - 2022
- [c5]Alfredo Nascita, Francesco Cerasuolo, Davide Di Monda, Jonas Thern Aberia Garcia, Antonio Montieri, Antonio Pescapè:
Machine and Deep Learning Approaches for IoT Attack Classification. INFOCOM Workshops 2022: 1-6 - [c4]Giampaolo Bovenzi, Francesco Cerasuolo, Antonio Montieri, Alfredo Nascita, Valerio Persico, Antonio Pescapè:
A Comparison of Machine and Deep Learning Models for Detection and Classification of Android Malware Traffic. ISCC 2022: 1-6 - 2021
- [c3]Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè:
Unveiling MIMETIC: Interpreting Deep Learning Traffic Classifiers via XAI Techniques. CSR 2021: 455-460 - [c2]Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Alfredo Nascita, Antonio Pescapè:
Encrypted Multitask Traffic Classification via Multimodal Deep Learning. ICC 2021: 1-6 - [c1]Idio Guarino, Alfredo Nascita, Giuseppe Aceto, Antonio Pescapè:
Mobile Network Traffic Prediction Using High Order Markov Chains Trained At Multiple Granularity. RTSI 2021: 394-399
Informal and Other Publications
- 2022
- [i1]Anichur Rahman, Antonio Montieri, Dipanjali Kundu, Md. Razaul Karim, Md. Jahidul Islam, Sara Umme, Alfredo Nascita, Antonio Pescapè:
On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives. CoRR abs/2208.02177 (2022)
Coauthor Index
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