IntroStep 1 of 3
Deep Leakage from Gradients
How Shared Gradients Can Reveal Your Private Training Data
arXiv:1906.08935For a long time, people believed that gradients are safe to share...
However, this paper shows that this is NOT true.
Shared Gradients
Seemingly random numbers representing model updates
DLG Attack
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Recovered Training Data
Pixel-wise accurate reconstruction of private images!