4 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 4 cited
Protecting Federated Learning from Extreme Model Poisoning Attacks via Multidimensional Time Series Anomaly Detection
Edoardo Gabrielli, Dimitri Belli, Zoe Matrullo +2
Current defense mechanisms against model poisoning attacks in federated learning (FL) systems have proven effective up to a certain threshold of malicious clients. In this work, we…
cs.SE2022★ 4 cited
Formal Modeling and Initial Analysis of the 4SECURail Case Study
Franco Mazzanti, Dimitri Belli
We present the case study developed in the context of the 4SECURail project and the approach used for its formal modeling and analysis. Starting from a simple SysML/UML behavioral…