A First Look at Accurate Network Traffic Generation in Virtual Environments. - Giuseppe Aceto; Ciro Guida; Antonio Montieri; Valerio Persico; Antonio Pescapè (ISCC, 2022)

SmOOD: Smoothness-based Out-of-Distribution Detection Approach for Surrogate Neural Networks in Aircraft Design. - Houssem Ben Braiek; Ali Tfaily; Foutse Khomh; Thomas Reid; Ciro Guida (ASE, 2022)

Cross-Evaluation of Deep Learning-based Network Intrusion Detection Systems. - Ciro Guida; Alfredo Nascita; Antonio Montieri; Antonio Pescapè (FiCloud, 2023)

Synthetic and privacy-preserving traffic trace generation using generative AI models for training Network Intrusion Detection Systems. - Giuseppe Aceto; Fabio Giampaolo; Ciro Guida; Stefano Izzo; Antonio Pescapè; Francesco Piccialli; Edoardo Prezioso (J. Netw. Comput. Appl., 2024)

Toward Privacy-Preserving Training of Generative AI Models for Network Traffic Classification. - Ciro Guida (SIGMETRICS Perform. Evaluation Rev., 2025)