TALPINI JACOPO

(2025). Uncertainty Quantification and Distributed Models to Enhance ML-based Network Security. (Tesi di dottorato, , 2025). Dettaglio

Sartori, F., Savi, M., Tarrini, G., Talpini, J. (2025). Towards a Knowledge Diversity Notion to Identify Intrusions in Industrial Contexts. In 2024 32nd International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE) (pp.92-97). IEEE Computer Society [10.1109/wetice64632.2024.00025]. Dettaglio

Talpini, J., Sartori, F., Savi, M. (2024). Enhancing trustworthiness in ML-based network intrusion detection with uncertainty quantification. JOURNAL OF RELIABLE INTELLIGENT ENVIRONMENTS, 10(4), 501-520 [10.1007/s40860-024-00238-8]. Dettaglio

Talpini, J., Sartori, F., Savi, M. (2024). Hierarchical Multiclass Continual Learning for Network Intrusion Detection. In 2024 IEEE 10th International Conference on Network Softwarization (NetSoft) (pp.263-267). IEEE [10.1109/NetSoft60951.2024.10588909]. Dettaglio

Di Cicco, N., Talpini, J., Ibrahimi, M., Savi, M., Tornatore, M. (2023). Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks. In Proceedings of IEEE International Conference on Communications 2023 (IEEE ICC 2023) (pp.441-446). IEEE [10.1109/ICC45041.2023.10278767]. Dettaglio