Commit graph

6 commits

Author SHA1 Message Date
Galen Andrew
9106a04e2c Use PrivacyLedger for privacy accounting.
Prior to this change the PrivacyLedger is running to keep a log of private queries, but the ledger is not actually used to compute the (epsilon, delta) guarantees. This CL adds a function to compute the RDP directly from the ledger.

Note I did verify that the tutorial builds and runs with the changes and for the first few iterations prints the same epsilon values as before the change.

PiperOrigin-RevId: 241063532
2019-03-29 15:31:32 -07:00
Galen Andrew
6231d0802d Cleanup directory structure, add top-level imports and add normalized_query.
Moved query classes from dir optimizers into new dir dp_query. Added NormalizedQuery class for queries that divide the output of another query by a constant like GaussianAverageQuery.

PiperOrigin-RevId: 240167115
2019-03-25 10:21:04 -07:00
Nicolas Papernot
a9840529c4 Closes #29
PiperOrigin-RevId: 239030654
2019-03-18 11:54:20 -07:00
Eugene Brevdo
72305bcb10 Update use of tf.CriticalSection.
PiperOrigin-RevId: 233168852
2019-02-08 20:08:35 -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