Commit graph

9 commits

Author SHA1 Message Date
Nicolas Papernot
a9840529c4 Closes #29
PiperOrigin-RevId: 239030654
2019-03-18 11:54:20 -07:00
Galen Andrew
9a53e1eb86 Adds AdaptiveClipAverageQuery which performs adaptive adjustment of the clipping norm to approximate a specified quantile of clipped updates per round.
PiperOrigin-RevId: 238698171
2019-03-15 13:19:22 -07:00
Galen Andrew
e566967ff6 Simplify GaussianQuery by removing _GlobalState.
The global state for DP query is intended for aspects of the query that change across samples under the query's own control. It was therefore unnecessary to wrap "l2_norm_clip" and "sum_stddev" in the namedtuple _GlobalState for the basic GaussianQuery classes.

PiperOrigin-RevId: 237528962
2019-03-08 15:17:48 -08:00
Steve Chien
d75f1b80ba Fix copybara to limit some transformations to the beginning of the line.
PiperOrigin-RevId: 233151293
2019-02-08 16:55:57 -08:00
A. Unique TensorFlower
4d0ab48c35 Add privacy ledger.
The privacy ledger keeps a record of all sampling and query events for analysis post hoc by the privacy accountant.

PiperOrigin-RevId: 233094012
2019-02-08 11:21:43 -08:00
A. Unique TensorFlower
36d9959c19 internal change
PiperOrigin-RevId: 233093203
2019-02-08 11:17:09 -08:00
Galen Andrew
c8cb3c6b70 General cleanup.
1. Rename PrivateQuery to DPQuery.
2. Move construction of DPQuery to outside of optimizer.
3. Remove PrivateAverageQuery and PrivateSumQuery, and rename DPQuery's 'get_query_result' method to 'get_noised_result'. Rename private_queries.py to dp_query.py.
4. Remove thrice-replicated run_query function from the test classes and replace with a single function in new test_utils.py.
5. Add functions gaussian_sum_query_from_noise_multplier and gaussian_average_query_from_noise_multplier.

PiperOrigin-RevId: 230595991
2019-01-23 14:41:44 -08:00
Peter Kairouz
5ee12803f3 Create NoPrivacySumQuery and NoPrivacyAverageQuery.
PiperOrigin-RevId: 229273971
2019-01-14 17:39:36 -08:00
A. Unique TensorFlower
b4188446e0 Project import generated by Copybara.
PiperOrigin-RevId: 226345615
2018-12-20 09:17:59 -08:00
Renamed from privacy/optimizers/gaussian_average_query.py (Browse further)