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Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning
In this paper, we present Aegis, a trusted, automatic, and accurate verification framework to verify the security of VFL jobs.
DS-Sync: Addressing Network Bottlenecks with Divide-and-Shuffle Synchronization for Distributed DNN Training
However, due to the global synchronization nature, its performance can be significantly influenced by network bottlenecks caused by either static topology heterogeneity or dynamic bandwidth contentions.
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