aut

autodp

pypi i autodp

5 Versions

0.2.1b0

1 year ago

0.2.1a0

1 year ago

0.2

2 years ago
  1. Object oriented design: see check out autodp_core.py
  2. Zoos are open with many private animals: mechanism_zoo, transformer_zoo, calibrator_zoo.
  3. Added support for f-DP and privacy profile alongside RDP.
  4. Stronger RDP to (eps,delta)-DP conversion.
  5. Privacy amplification by X.
  6. Exactly tight privacy accounting for Gaussian mechanisms and their compositions.
  7. Interpretable privacy guarantee via Hypothesis testing interpretation for any Mechanism.

0.1.1

3 years ago

v0.1.1 updates:

  • Collecting the fixes of a few bugs that break the code in corner cases.
  • Adding more tutorials.
  • Adding more support in autodp.rdp_bank

0.1

3 years ago

Basic functionalities are ready to use.

5 Versions

TagPublished
0.2.1b01yr ago
0.2.1a01yr ago
0.22yrs ago
0.1.13yrs ago
0.13yrs ago