Integrated the random allocation directory#414
Open
moshenfeld wants to merge 1 commit intogoogle:mainfrom
Open
Integrated the random allocation directory#414moshenfeld wants to merge 1 commit intogoogle:mainfrom
moshenfeld wants to merge 1 commit intogoogle:mainfrom
Conversation
|
Thanks for your pull request! It looks like this may be your first contribution to a Google open source project. Before we can look at your pull request, you'll need to sign a Contributor License Agreement (CLA). View this failed invocation of the CLA check for more information. For the most up to date status, view the checks section at the bottom of the pull request. |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Added a new pld/random_allocation package which implements the accounting algorithm proposed in "Efficient privacy loss accounting for subsampling and random allocation".
It contains public builders for Gaussian and explicit-realization random allocation PLDs in random_allocation_api.py.
It also wires the feature into dp_accounting as RandomAllocationDpEvent in dp_event.py, and makes PLDAccountant handle Gaussian inner events in pld_privacy_accountant.py.