Alfredo Nascita

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	All	Since 2019
Citations	233	232
h-index	6	6
i10-index	5	5

140

105

202020212022202320241 7 62 123 38

Co-authors

Antonio PescapèProfessor, University of Napoli Federico II / Università di Napoli Federico IIVerified email at unina.it
Antonio MontieriAssistant Professor, Università degli Studi di Napoli Federico IIVerified email at unina.it
Giuseppe AcetoAssociate Professor at University of Napoli "Federico II"Verified email at unina.it
Domenico CiuonzoTenure-Track Professor, Università degli Studi di Napoli Federico IIVerified email at unina.it
Valerio PersicoAssistant Professor, Università di Napoli "Federico II"Verified email at unina.it
Francesco CerasuoloPhD Student, Department of Electrical Engineering and Information Technology (D.I.E.T.I.)Verified email at unina.it
Giampaolo BovenziAssistant Professor, University of Napoli Federico IIVerified email at unina.it
Davide Di MondaUniversity of Napoli Federico II & IMT School for Advanced Studies LuccaVerified email at imtlucca.it
Anichur RahmanAssistant Professor of CSE, National Institute of Textile Engineering and Research, Const. of DUVerified email at niter.edu.bd
Dipanjali KunduLecturer of CSE,NITERVerified email at niter.edu.bd
Muhammad Najam-ul-IslamFaculty of Engineering Sciences, Bahria University, IslamabadVerified email at bahria.edu.pk
umme saraAssistant Professor,National Institute of Textile Engineering and ResearchVerified email at niter.edu.bd
Dario RossiTelecom ParisTech & Ecole PolytechniqueVerified email at enst.fr
Alessandro FinamoreHuawei Technologies, FranceVerified email at huawei.com
idio guarinoPhD, Department of Electrical Engineering and Information Technology (D.I.E.T.I.) UniversityVerified email at unina.it
Ciro GuidaPhD student, University of Bergamo & University of Napoli "Federico II"Verified email at unina.it
Haiming ChenDepartment of Computer Science, Ningbo University; Institute of Computing Technology, ChineseVerified email at ict.ac.cn

Alfredo Nascita

PhD Student, Department of Electrical Engineering and Information Technology (D.I.E.T.I.)

Verified email at unina.it

Computer Networks Traffic Classification Deep Learning Machine Learning Explainable Artificial Intelligence


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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	120	2021
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	34	2022
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	24	2022
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	13	2022
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	10	2023
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	6	2023
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	6	2021
Montieri A Aceto G Ciuonzo D Persico V Pescapé A XAI meets mobile traffic classification: Understanding and improving multimodal deep learning architectures A Nascita IEEE Transactions on Network and Service Management 18 (4), 4225, 2021	6	2021
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 Pescapè Future Generation Computer Systems 151, 232-241, 2024	5	2024
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	5	2021
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	2	2021
Explainable Mobile Traffic Classification: the Case of Incremental Learning A Nascita, F Cerasuolo, G Aceto, D Ciuonzo, V Persico, A Pescapé ACM 19th International Conference on emerging Networking EXperiments and …, 2023	1	2023
Cross-Evaluation of Deep Learning-based Network Intrusion Detection Systems C Guida, A Nascita, A Montieri, A Pescapé 10th International Conference on Future Internet of Things and Cloud …, 2023	1	2023
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, 110374, 2024		2024
CNSM 2022 Conference Want More WANs? Comparison of Traditional and GAN-Based Generation of Wide Area Network Topologies via Graph and Performance Metrics … H Magnouche, G Doyen, C Prodhon, A Nascita, L Yang, A Finamore, ...

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