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Sparsity Preserving DP-SGD in TF Privacy [3 of 5] #579

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merged 1 commit into from
Jul 22, 2024

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Sparsity Preserving DP-SGD in TF Privacy [3 of 5]

Adds sparse noise utilities to privately select sparse indices from and add sparse noise to gradients.

See https://research.google/blog/sparsity-preserving-differentially-private-training/ for more details on the algorithm.

@copybara-service copybara-service bot force-pushed the cl/651830004 branch 3 times, most recently from 736be71 to 1ee5700 Compare July 12, 2024 19:36
@copybara-service copybara-service bot force-pushed the cl/651830004 branch 2 times, most recently from ddd0cd8 to d5419e2 Compare July 22, 2024 21:34
Adds sparse noise utilities to privately select sparse indices from and add sparse noise to gradients.

See https://research.google/blog/sparsity-preserving-differentially-private-training/ for more details on the algorithm.

PiperOrigin-RevId: 654902527
@copybara-service copybara-service bot merged commit a56f33c into master Jul 22, 2024
@copybara-service copybara-service bot deleted the cl/651830004 branch July 22, 2024 21:47
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