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Commits on Nov 25, 2024

• Update sparsity preserving noise API

  tensorflower-gardener

  committed
  94ee5f6

Commits on Nov 22, 2024

• Replace distutils's LooseVersion with packaging's Version

  tensorflower-gardener

  committed
  637f17e

Commits on Oct 25, 2024

• Update MIA README to include epsilon lower bound.

  

  shs037

  authored and

  tensorflower-gardener

  committed
  ba90314

Commits on Sep 20, 2024

• Disable MLIR bridge for the test points that MLIR bridge silently fails

  tensorflower-gardener

  committed
  d965556

Commits on Sep 3, 2024

• Clarify documentation of labels_train/test usage wrt loss_train/test.

  tensorflower-gardener

  committed
  e3fd3af

Commits on Aug 30, 2024

• Fix a gradient clipping bug for layer normalization layers with microbatch axes.

  

  wwkong

  authored and

  tensorflower-gardener

  committed
  66d05a2

Commits on Aug 23, 2024

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

  tensorflower-gardener

  committed
  b396397

Commits on Aug 19, 2024

• Sparsity Preserving DP-SGD in TF Privacy

  tensorflower-gardener

  committed
  93c7e54

Commits on Aug 14, 2024

• Automated Code Change

  tensorflower-gardener

  committed
  38d80ca

Commits on Aug 12, 2024

• Sparsity Preserving DP-SGD in TF Privacy

  tensorflower-gardener

  committed
  bf6cf4d

• Sparsity Preserving DP-SGD in TF Privacy

  tensorflower-gardener

  committed
  e42b574

Commits on Aug 8, 2024

• Sparsity Preserving DP-SGD in TF Privacy

  tensorflower-gardener

  committed
  09c6875

Commits on Aug 7, 2024

• Sparsity Preserving DP-SGD in TF Privacy

  tensorflower-gardener

  committed
  8294cec

• Sparsity Preserving DP-SGD in TF Privacy

  tensorflower-gardener

  committed
  d3f527e

Commits on Jul 25, 2024

• Sparsity Preserving DP-SGD in TF Privacy [4 of 5]

  tensorflower-gardener

  committed
  fc6f1dc

• [numpy] Fix users of NumPy APIs that are removed in NumPy 2.0.

  

  hawkinsp

  authored and

  tensorflower-gardener

  committed
  80802c2

Commits on Jul 22, 2024

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

  tensorflower-gardener

  committed
  a56f33c

• Sparsity Preserving DP-SGD in TF Privacy [2 of 5]

  tensorflower-gardener

  committed
  8747858

Commits on Jul 2, 2024

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

  tensorflower-gardener

  committed
  348895a

Commits on Jun 11, 2024

• Expose noise_multiplier and l2_norm_clip as public read-only attributes.

  

  wwkong

  authored and

  tensorflower-gardener

  committed
  00384db

Commits on May 13, 2024

• Improves user/group-level accounting in compute_dp_sgd_privacy_lib

  

  arung54

  authored and

  tensorflower-gardener

  committed
  99c25e3

Commits on Apr 26, 2024

• Improve numerical stability of RDP computation.

  

  galenmandrew

  authored and

  tensorflower-gardener

  committed
  8b3d8e1

Commits on Apr 25, 2024

• Add compatability for Einsum layers with dynamic shapes.

  

  wwkong

  authored and

  tensorflower-gardener

  committed
  3deaae3

• Add support for multi-headed models that use fast gradient clipping.

  

  wwkong

  authored and

  tensorflower-gardener

  committed
  3fa0a2d

Commits on Apr 16, 2024

• Implement fast gradient clipping for loss functions that use inputs that are fed into shared weights.

  

  wwkong

  authored and

  tensorflower-gardener

  committed
  44dfac3

Commits on Feb 8, 2024

• Increase version to 0.9.0 after splitting off TF empirical privacy package.

  

  schien1729

  authored and

  tensorflower-gardener

  committed
  d129079

• Split TensorFlow Privacy pypi package into two parts-- one for DP training, and one for privacy tests.

  

  schien1729

  authored and

  tensorflower-gardener

  committed
  95b8727

Commits on Dec 14, 2023

• Fix packaging import.

  

  fionalang

  authored and

  tensorflower-gardener

  committed
  5e8a268

• Add a metric for TA-DP-FTRL,

  

  nightldj

  authored and

  tensorflower-gardener

  committed
  a4deb12

• Temporarily disable two unit tests while fixing a problem with multiprocessor setup.

  

  schien1729

  authored and

  tensorflower-gardener

  committed
  81a4fd8

Commits on Dec 6, 2023

• Add utility functions for unwrapping BERT encoder layers into individual Keras layers.

  

  wwkong

  authored and

  tensorflower-gardener

  committed
  fbe5879

Commits on Dec 4, 2023

• Add support for PLD Accountant in computing DP-SGD privacy statement [TF Privacy]

  

  pritkamath

  authored and

  tensorflower-gardener

  committed
  93376c9

Commits on Nov 28, 2023

• Add support for fast clipping of dense layer gradients where the dimension of the input is larger than 1.

  

  wwkong

  authored and

  tensorflower-gardener

  committed
  f51b637

Commits on Nov 22, 2023

• Implement and test a registry function for tf.keras.layers.MultiHeadAttention.

  

  wwkong

  authored and

  tensorflower-gardener

  committed
  b19088f

Commits on Nov 17, 2023

• Add a parameter to the noise function that explicitly specifies the loss reduction type.

  

  wwkong

  authored and

  tensorflower-gardener

  committed
  03db50b

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