search

tensorflow / privacy

Library for training machine learning models with privacy for training data
Apache License 2.0
1.9k stars 443 forks source link

Sparsity Preserving DP-SGD in TF Privacy [1 of 4] #573

Closed copybara-service[bot] closed 3 days ago

copybara-service[bot] commented 6 days ago

Sparsity Preserving DP-SGD in TF Privacy [1 of 4]

Adds layer registry and type aliases.

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