Isabella Marasco

Publications

2026
[arXiv 26]CLeAN: Continual Learning Adaptive Normalization in Dynamic Environments
PreprintI. Marasco, D. Evangelista, E. Loli Piccolomini, M. Colajanni, arXiv preprint arXiv:2603.17548, 2026.
[AICDS 26]AutoNetGen: A Framework for Reproducible Network Testbeds
ConferenceS. Russo, I. Marasco, M. Colajanni, Int. Conference on Artificial Intelligence, Computer and Data Sciences, 2026.
[ITASEC 26]A Hybrid Honeypot for Cyber Detection and Deception in Industrial Control Systems
ConferenceS. Russo, I. Marasco, M. Colajanni, Joint National Conference on Cybersecurity (ITASEC & SERICS), 2026.
2025
[DASC 25]Graph-Based Threat Detection System for a Microsegmentation Zero Trust Architecture
ConferenceC. Zanasi, I. Marasco, M. Colajanni, IEEE Conference on Dependable, Autonomic and Secure Computing (DASC), 2025.
[LCN 25]Continual Learning for Handling Maritime Data Shifts in Vessel Trajectory Prediction
ConferenceI. Marasco, A. Cantelli-Forti, M. Colajanni, IEEE 50th Conference on Local Computer Networks (LCN), 2025.
[ISCC 25]Building Network Digital Twin Architectures from Architectural Representation
ConferenceS. Russo, I. Marasco, M. Colajanni, IEEE Symposium on Computers and Communications (ISCC), 2025.
[ITASEC 25a]Enhancing Training Time and Sustainability in Intrusion Detection Systems on Machine Learning
ConferenceI. Marasco, K. Chichifoi, S. Russo, C. Zanasi, Joint National Conference on Cybersecurity (ITASEC & SERICS), 2025.
[ITASEC 25b]Evaluating Explainability of Graph Neural Networks for Network Intrusion Detection with Structural Attacks
ConferenceD. Galli, A. Venturi, I. Marasco, M. Marchetti, Joint National Conference on Cybersecurity (ITASEC & SERICS), 2025.
2024
[NCA 24]Improving Intrusion Detection in IoT Networks
ConferenceS. Russo, I. Marasco, K. Chichifoi, C. Zanasi, 22nd IEEE Int. Symposium on Network Computing and Applications (NCA), 2024.
[SAI 24]Autoencoder-Based Solution for Intrusion Detection in Industrial Control Systems
ConferenceS. Russo, C. Zanasi, I. Marasco, M. Colajanni, Science and Information Conference (SAI) — Intelligent Computing, 2024.
[ITASEC 24]Feature Extraction for Anomaly Detection in Industrial Control Systems
ConferenceS. Russo, C. Zanasi, I. Marasco, ITASEC — The Italian Conference on Cybersecurity, 2024.