2 papers
cs.LG2025
Decentralized Time Series Classification with ROCKET Features
Bruno Casella, Matthias Jakobs, Marco Aldinucci +1
Time series classification (TSC) is a critical task with applications in various domains, including healthcare, finance, and industrial monitoring. Due to privacy concerns and data…
cs.CR2025
A performance analysis of VM-based Trusted Execution Environments for Confidential Federated Learning
Bruno Casella
Federated Learning (FL) is a distributed machine learning approach that has emerged as an effective way to address recent privacy concerns. However, FL introduces the need for addi…