privacy

privacy copied to clipboard

Adds DP-FTRL via tree aggregation optimizer `DPFTRLTreeAggregationOptimizer`. Includes renaming of `frequency` parameter in restart_query.py to `period` to more more accurately reflect its purpose.

copybara-service[bot]

Changes `DPOptimizerClass` to generically accept and use any `dp_sum_query`. This enables creation of generic DPOptimizers by user's passing queries. The most common Gaussian query is automatically performed for convenience and...

copybara-service[bot]

Consolidated CL for Kokoro test

copybara-service[bot]

Update pinned commit of dp-accounting library.

copybara-service[bot]

When I install tensorflow-federated I end up with incompatible builds of numpy and pandas. Here's the main error from the stacktrace (full stack trace below). ``` from pandas._libs.interval import Interval...

jlewi

ValueError: Dimension size must be evenly divisible by 250 but is 1 for '{{node Reshape}}

3

Hello Community, I'm currently working on a project which requires me to include differential privacy. While I try to implement it using tf privacy, I become an error message: `...

codebecker

Missing of dataset for dplstm in tutorials

3

When I try to run code for dplstm in tutorial, I can not find the dataset, I think my tf and corresponding tf_dataset is up to date. I am beginner...

Antoine-ls

Modify build file visibility

copybara-service[bot]

Update TFPs `dp_accounting` dependency.

copybara-service[bot]

Supports DP optimizers

copybara-service[bot]