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SplitGuard: Detecting and Mitigating Training-Hijacking Attacks in Split Learning

2021 · arXiv (Cornell University)

Distributed deep learning frameworks such as split learning provide great benefits with regards to the computational cost of training deep neural networks and the privacy-aware utilization of the collective data of a group of data-holders. …