Follow
Alfredo Nascita
Alfredo Nascita
PhD Student, Department of Electrical Engineering and Information Technology (D.I.E.T.I.)
Verified email at unina.it
Title
Cited by
Cited by
Year
XAI meets mobile traffic classification: Understanding and improving multimodal deep learning architectures
A Nascita, A Montieri, G Aceto, D Ciuonzo, V Persico, A Pescapé
IEEE Transactions on Network and Service Management 18 (4), 4225-4246, 2021
952021
Machine and deep learning approaches for IoT attack classification
A Nascita, F Cerasuolo, D Di Monda, JTA Garcia, A Montieri, A Pescapè
IEEE INFOCOM 2022-IEEE Conference on Computer Communications Workshops …, 2022
202022
On the integration of blockchain and sdn: Overview, applications, and future perspectives
A Rahman, A Montieri, D Kundu, MR Karim, MJ Islam, S Umme, A Nascita, ...
Journal of Network and Systems Management 30 (4), 73, 2022
142022
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 Pescapè
2022 Symposium on Computers and Communications (ISCC): 27th IEEE Symposium …, 2022
102022
Unveiling MIMETIC: interpreting deep learning traffic classifiers via XAI techniques
A Nascita, A Montieri, G Aceto, D Ciuonzo, V Persico, A Pescapè
2021 IEEE International Conference on Cyber Security and Resilience (CSR …, 2021
32021
Encrypted multitask traffic classification via multimodal deep learning
G Aceto, D Ciuonzo, A Montieri, A Nascita, A Pescapé
ICC 2021-IEEE International Conference on Communications, 1-6, 2021
32021
Improving Performance, Reliability, and Feasibility in Multimodal Multitask Traffic Classification with XAI
A Nascita, A Montieri, G Aceto, D Ciuonzo, V Persico, A Pescapé
IEEE Transactions on Network and Service Management, 2023
12023
Mobile network traffic prediction using high order Markov chains trained at multiple granularity
I Guarino, A Nascita, G Aceto, A Pescapà
2021 IEEE 6th International Forum on Research and Technology for Society and …, 2021
12021
Mcotm: Mobility-Aware Computation Offloading and Task Migration for Edge Computing in Industrial Iot
W Qin, H Chen, L Wang, Y Xia, A Nascita, A Pescape
Available at SSRN 4409668, 0
1
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
2023
Cross-Evaluation of Deep Learning-based Network Intrusion Detection Systems
C Guida, A Nascita, A Montieri, A Pescapé
2023
The system can't perform the operation now. Try again later.
Articles 1–11