Skip to content

New "mechanism" API and new features

Compare
Choose a tag to compare
@yuxiangw yuxiangw released this 25 Feb 19:37
· 121 commits to master since this release
v0.2
19bdf68
This commit was created on GitHub.com and signed with GitHub’s verified signature. The key has expired.
GPG key ID: 4AEE18F83AFDEB23
Expired
Learn about vigilant mode.
  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.
Assets 2
Loading