Alfredo Nascita

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Network Intrusion Detection Systems

Incremental Learning

Top Venues

IEEE Trans. Netw. Serv. Manag.

Future Gener. Comput. Syst.

J. Netw. Syst. Manag.

Publications

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 (2024)
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) (2024)
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 (2024)
Ciro Guida, Alfredo Nascita, Antonio Montieri, Antonio Pescapè
Cross-Evaluation of Deep Learning-based Network Intrusion Detection Systems. FiCloud (2023)
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) (2023)
Alfredo Nascita, Francesco Cerasuolo, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
Explainable Mobile Traffic Classification: the Case of Incremental Learning. SAFE@CoNEXT (2023)
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)
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)
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) (2022)
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 (2022)
Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
Unveiling MIMETIC: Interpreting Deep Learning Traffic Classifiers via XAI Techniques. CSR (2021)
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Alfredo Nascita, Antonio Pescapè
Encrypted Multitask Traffic Classification via Multimodal Deep Learning. ICC (2021)
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) (2021)
Idio Guarino, Alfredo Nascita, Giuseppe Aceto, Antonio Pescapè
Mobile Network Traffic Prediction Using High Order Markov Chains Trained At Multiple Granularity. RTSI (2021)