sage-privacy
Privacy protection algorithms for SAGE, including differential privacy and machine unlearning.
PyPI Package: isage-privacy
Boundary
- Root package (
sage_libs.sage_privacy) exposes only stable metadata and explicit registration API. - Research implementations are accessed from subpackages:
sage_libs.sage_privacy.dpsage_libs.sage_privacy.unlearning
- No root-level re-export of concrete research implementations.
Installation
pip install isage-privacy
Usage
from sage_libs.sage_privacy import register_to_sage
from sage_libs.sage_privacy.dp import GaussianMechanism
from sage_libs.sage_privacy.unlearning import GradientAscentUnlearner
register_to_sage()
mechanism = GaussianMechanism(epsilon=1.0)
unlearner = GradientAscentUnlearner()
License
MIT
Metadata
Release files for isage-privacy 0.1.0.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| isage_privacy-0.1.0.2.tar.gz | 30.7 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| isage_privacy-0.1.0.2-py2.py3-none-any.whl | Python 2, Python 3 | none | any | Details |
Total release size: 70.8 kB
Release files / isage_privacy-0.1.0.2.tar.gz
| Download URL | isage_privacy-0.1.0.2.tar.gz |
|---|---|
| Size | 30.7 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
c7c8514be26e1b66b5a92d0e605c102a98a5317b859c638101a0f0498cb05581
|
|
BLAKE2b-256 checksum How to use checksums |
f5145ca0a1af3963d2f7abb32cf1701dfd8f287d321d6b1819942352e61dbe81
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.14
|
Release files / isage_privacy-0.1.0.2-py2.py3-none-any.whl
| Download URL | isage_privacy-0.1.0.2-py2.py3-none-any.whl |
|---|---|
| Size | 40.1 kB |
| Tags | Python 2 Python 3 |
|
SHA-256 checksum How to use checksums |
308f899c3ac463b2d68016b9787a1bc408fa897ea210aa5692ee0e8917f485bc
|
|
BLAKE2b-256 checksum How to use checksums |
10aa46bdd3f3d9ff118b194293ae65d04ac49f92ed2912dfa6813e427ce6649d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.14
|
