Francesco Cerasuolo

According to our database, Francesco Cerasuolo authored at least 18 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Federated and Incremental Network Intrusion Detection System for IoT Emerging Threats.

Raffaele Carillo, Francesco Cerasuolo, Giampaolo Bovenzi, Domenico Ciuonzo, Antonio Pescapè

IEEE Trans. Netw. Serv. Manag., 2026

Cross-network transferability of AI-based network intrusion detection systems in heterogeneous Internet of Things environments.

Francesco Cerasuolo, Giampaolo Bovenzi, Antonio Pescapè

Comput. Networks, 2026

2025

Mapping the Landscape of Generative AI in Network Monitoring and Management.

Giampaolo Bovenzi, Francesco Cerasuolo, Domenico Ciuonzo, Davide Di Monda, Idio Guarino, Antonio Montieri, Valerio Persico, Antonio Pescapè

IEEE Trans. Netw. Serv. Manag., June, 2025

Adaptable, incremental, and explainable network intrusion detection systems for internet of things.

Francesco Cerasuolo, Giampaolo Bovenzi, Domenico Ciuonzo, Antonio Pescapè

Eng. Appl. Artif. Intell., 2025

Attack-adaptive network intrusion detection systems for IoT networks through class incremental learning.

Francesco Cerasuolo, Giampaolo Bovenzi, Domenico Ciuonzo, Antonio Pescapè

Comput. Networks, 2025

Explainable federated class incremental learning for Encrypted Network Traffic classification.

Raffaele Carillo, Francesco Cerasuolo, Giampaolo Bovenzi, Domenico Ciuonzo, Antonio Pescapè

Comput. Networks, 2025

Class Incremental Learning for Network-Agnostic Intrusion Detection Systems.

Francesco Cerasuolo, Giampaolo Bovenzi, Antonio Montieri, Antonio Pescapè

Proceedings of the 9th IEEE Forum on Research and Technologies for Society and Industry, 2025

Federated Incremental Learning for Encrypted Network Traffic Classification.

Raffaele Carillo, Francesco Cerasuolo, Antonio Pescapè, Eirini Kanaki, Periklis Chatzimisios

Proceedings of the 7th International Conference on Blockchain Computing and Applications, 2025

2024

MEMENTO: A novel approach for class incremental learning of encrypted traffic.

Francesco Cerasuolo, Alfredo Nascita, Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi

Comput. Networks, 2024

XAI for Interpretable Multimodal Architectures with Contextual Input in Mobile Network Traffic Classification.

Francesco Cerasuolo, Idio Guarino, Vincenzo Spadari, Giuseppe Aceto, Antonio Pescapè

Proceedings of the IFIP Networking Conference, 2024

An MLOps Framework for Explainable Network Intrusion Detection with MLflow.

Vincenzo Spadari, Francesco Cerasuolo, Giampaolo Bovenzi, Antonio Pescapè

Proceedings of the IEEE Symposium on Computers and Communications, 2024

Explainable Few-Shot Class Incremental Learning for Mobile Network Traffic Classification.

Francesco Cerasuolo, Giampaolo Bovenzi, Vincenzo Spadari, Domenico Ciuonzo, Antonio Pescapè

Proceedings of the 2024 IEEE Global Communications Conference, 2024

2023

Explainable Mobile Traffic Classification: the Case of Incremental Learning.

Alfredo Nascita, Francesco Cerasuolo, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè

SAFE@CoNEXT, 2023

Adaptive Intrusion Detection Systems: Class Incremental Learning for IoT Emerging Threats.

Francesco Cerasuolo, Giampaolo Bovenzi, Christian Marescalco, Francesco Cirillo, Domenico Ciuonzo, Antonio Pescapè

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Prediction of Mobile-App Network-Video-Traffic Aggregates using Multi-task Deep Learning.

Lorenzo Pappone, Francesco Cerasuolo, Valerio Persico, Domenico Ciuonzo, Antonio Pescapè, Flavio Esposito

Proceedings of the IFIP Networking Conference, 2022

A Comparison of Machine and Deep Learning Models for Detection and Classification of Android Malware Traffic.

Giampaolo Bovenzi, Francesco Cerasuolo, Antonio Montieri, Alfredo Nascita, Valerio Persico, Antonio Pescapè

Proceedings of the IEEE Symposium on Computers and Communications, 2022

Machine and Deep Learning Approaches for IoT Attack Classification.

Alfredo Nascita, Francesco Cerasuolo, Davide Di Monda, Jonas Thern Aberia Garcia, Antonio Montieri, Antonio Pescapè

Proceedings of the IEEE INFOCOM 2022, 2022

2012

Visualization with a New Visual Metaphor for Hierarchical and Stratified Temporal Domain.

Francesco Cerasuolo, Francesco Cutugno, Vincenza Anna Leano

Proceedings of the Web and Wireless Geographical Information Systems, 2012