Alfredo Nascita

XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures

Alfredo Nascita, Antonio Montieri, Giuseppe Aceto et al. · IEEE Transactions on Network and Service Management · 2021 · 172 citations

Computing, Computer Science, Artificial Intelligence +16

Machine and Deep Learning Approaches for IoT Attack Classification

Alfredo Nascita, Francesco Cerasuolo, Davide Di Monda et al. · IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) · 2022 · 59 citations

Computing, Computer Science, Cybersecurity +17

Improving Performance, Reliability, and Feasibility in Multimodal Multitask Traffic Classification with XAI

Alfredo Nascita, Antonio Montieri, Giuseppe Aceto et al. · IEEE Transactions on Network and Service Management · 2023 · 59 citations · Full text

Computing, Computer Science, Cybersecurity +17

On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives

Anichur Rahman, Antonio Montieri, Dipanjali Kundu et al. · Journal of Network and Systems Management · 2022 · 57 citations · Full text

Computing, Computer Science, Computer Systems +17

A Survey on Explainable Artificial Intelligence for Internet Traffic Classification and Prediction, and Intrusion Detection

Alfredo Nascita, Giuseppe Aceto, Domenico Ciuonzo et al. · IEEE Communications Surveys & Tutorials · 2024 · 41 citations · Full text

Computing, Computer Engineering, Computer Science +16