Alfredo Nascita

25 papers B 2C 1Misc 1Journal 13Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A multimodal and perturbation-aware learning approach for robust traffic classification.
Comput. Networks
Idio Guarino, Giampaolo Bovenzi, Alfredo Nascita, Domenico Ciuonzo, Damiano Carra, Antonio Pescapè
2026 J jnl
From prompts to packets: A view from the network on ChatGPT, Copilot, and Gemini.
Comput. Networks
Antonio Montieri, Alfredo Nascita, Antonio Pescapè
2026 J jnl
Lightweight GenAI for Network Traffic Synthesis: Fidelity, Augmentation, and Classification.
CoRR
Giampaolo Bovenzi, Domenico Ciuonzo, Jonatan Krolikowski, Antonio Montieri, Alfredo Nascita, Antonio Pescapè, Dario Rossi
2025 J jnl
A Survey on Explainable Artificial Intelligence for Internet Traffic Classification and Prediction, and Intrusion Detection.
IEEE Commun. Surv. Tutorials
Alfredo Nascita, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè
2025 J jnl
An integration perspective of security, privacy, and resource efficiency in IoT-Fog networks: A comprehensive survey.
Comput. Networks
Saeed Javanmardi, Alfredo Nascita, Antonio Pescapè, Giovanni Merlino, Marco Scarpa
2025 B conf
Analyzing the Impact of Encryption on Traffic Classification through Explainable AI.
Networking
Davide Di Monda, Alfredo Nascita, Raffaele Carillo, Antonio Pescapè
2025 — conf
Forecasting Urban Tourism in Napoli: A Comparative Study of Machine and Deep Learning Models.
FiCloud
Ilaria Mangiacapra, Alfredo Nascita, Antonio Montieri, Antonio Pescapè
2025 — conf
From Entanglement to Explanation: Bridging Quantum ML and XAI for Network Traffic Classification.
VCC
Alfredo Nascita, Idio Guarino, Vincenzo Spadari, Domenico Ciuonzo, Antonio Pescapè
2025 J jnl
From Prompts to Packets: A View from the Network on ChatGPT, Copilot, and Gemini.
CoRR
Antonio Montieri, Alfredo Nascita, Antonio Pescapè
2025 B conf
Localizing and Exploiting Concept Areas in LLMs for Downstream Classification Tasks.
IJCNN
Alfredo Nascita, Jonatan Krolikowski, Valerio Persico, Antonio Pescapè, Dario Rossi
2024 J jnl
Benchmarking Class Incremental Learning in Deep Learning Traffic Classification.
IEEE Trans. Netw. Serv. Manag.
Giampaolo Bovenzi, Alfredo Nascita, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
2024 — conf
Interpretability and Complexity Reduction in Iot Network Anomaly Detection Via XAI.
ICASSP Workshops
Alfredo Nascita, Raffaele Carillo, Federica Giampetraglia, Antonio Iacono, Valerio Persico, Antonio Pescapè
2024 J jnl
MCOTM: Mobility-aware computation offloading and task migration for edge computing in industrial IoT.
Future Gener. Comput. Syst.
Wei Qin, Haiming Chen, Lei Wang, Yinshui Xia, Alfredo Nascita, Antonio Pescapè
2024 J jnl
MEMENTO: A novel approach for class incremental learning of encrypted traffic.
Comput. Networks
Francesco Cerasuolo, Alfredo Nascita, Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
2023 — conf
Cross-Evaluation of Deep Learning-based Network Intrusion Detection Systems.
FiCloud
Ciro Guida, Alfredo Nascita, Antonio Montieri, Antonio Pescapè
2023 — conf
Explainable Mobile Traffic Classification: the Case of Incremental Learning.
SAFE@CoNEXT
Alfredo Nascita, Francesco Cerasuolo, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
2023 J jnl
Improving Performance, Reliability, and Feasibility in Multimodal Multitask Traffic Classification with XAI.
IEEE Trans. Netw. Serv. Manag.
Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
2022 C conf
A Comparison of Machine and Deep Learning Models for Detection and Classification of Android Malware Traffic.
ISCC
Giampaolo Bovenzi, Francesco Cerasuolo, Antonio Montieri, Alfredo Nascita, Valerio Persico, Antonio Pescapè
2022 — conf
Machine and Deep Learning Approaches for IoT Attack Classification.
INFOCOM Workshops
Alfredo Nascita, Francesco Cerasuolo, Davide Di Monda, Jonas Thern Aberia Garcia, Antonio Montieri, Antonio Pescapè
2022 J jnl
On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives.
CoRR
Anichur Rahman, Antonio Montieri, Dipanjali Kundu, Md. Razaul Karim, Md. Jahidul Islam, Sara Umme, Alfredo Nascita, Antonio Pescapè
2022 J jnl
On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives.
J. Netw. Syst. Manag.
Anichur Rahman, Antonio Montieri, Dipanjali Kundu, Md. Razaul Karim, Md. Jahidul Islam, Sara Umme, Alfredo Nascita, Antonio Pescapè
2021 — conf
Encrypted Multitask Traffic Classification via Multimodal Deep Learning.
ICC
Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Alfredo Nascita, Antonio Pescapè
2021 — conf
Mobile Network Traffic Prediction Using High Order Markov Chains Trained At Multiple Granularity.
RTSI
Idio Guarino, Alfredo Nascita, Giuseppe Aceto, Antonio Pescapè
2021 Misc conf
Unveiling MIMETIC: Interpreting Deep Learning Traffic Classifiers via XAI Techniques.
CSR
Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè
2021 J jnl
XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures.
IEEE Trans. Netw. Serv. Manag.
Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè