a844f7200a
fix: determine points for mean computation based on inputs ( #38 )
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* fix: determine points for mean computation based on inputs
* style: create upper log space simpler
2023-10-09 14:07:09 +01:00
a95c4e2d41
Bump version ( #33 )
2022-08-24 15:03:17 +01:00
18ac87c583
Update readme ( #32 )
2022-08-22 09:37:24 +01:00
d1a672165f
Add composition of approximate DP guarantees ( #31 )
2022-08-17 14:56:09 +01:00
9a1f39bcc8
Add convenience routines for DP-SGD ( #28 )
2022-07-21 19:27:22 +01:00
846f96c9ec
Add Gaussian and pure DP mechanism ( #30 )
2022-07-21 15:54:37 +01:00
25967d0bd0
Add laplace mechanism ( #29 )
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Add the PRV for the Laplace mechanism. We also refactor the privacy random variable namespace to have one file per mechanism. A notebook is added explaining in more detail how other custom mechanisms may be added to the accountant.
2022-05-06 14:13:44 +01:00
c4f1b9a26c
Add heterogenous composition ( #15 )
2021-12-09 10:18:32 +00:00
3c4f68d96f
Refactor `Composer` interface to allow for heterogeneous composition ( #25 )
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* Prepare composer for hetero compo
* Update accountant for the new interface
* Add docstrings to composers
* Check against self.prvs in composers to make sure num_comp is correct
* Update error message
Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-11-17 18:54:03 +00:00
231e3f2b31
Add a strict `--fail-on-no-value` option to the compute epsilon script ( #22 )
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* Add no fail option to dp script
* Rename command line arguments
Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-11-17 15:23:25 +00:00
77783cae78
Don't exit 0 with linter errors ( #26 )
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* Cosmetic: Make linter happy
* Fix test safe log test
Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-11-17 13:59:32 +00:00
d83df3af60
Fix github tag to point to latest release ( #24 )
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Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-11-10 18:56:31 +00:00
60adcf4eb9
Bump version ( #23 )
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Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-11-10 15:48:04 +00:00
9d736f934d
Add a test to check that not more compositions than max_compositions is requested ( #21 )
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* Add a test to check we don't allow more compositions than
max_compositions
* Fix typo in calling compositions
Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-11-10 15:00:49 +00:00
f4690b8956
Add check to prevent small values of delta ( #18 )
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* Add check to prevent small values of delta
* Move check to discrete prv
* Fix merge conflict
Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-11-10 14:42:27 +00:00
31dc86948a
Add assertion to make domain creation meets requirements ( #20 )
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* Add assertion to make domain creation meets requirements
* Add test case for edge cases in fp in domain creation
Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-11-10 14:30:02 +00:00
4b30ddc638
Fix typo in test prvs names ( #19 )
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Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-11-10 12:33:55 +00:00
0de03c6770
Improved conversion from RDP to Approximate DP ( #16 )
2021-11-05 17:44:36 +00:00
ac21c2508d
Improve robustness ( #12 )
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* Add more points to numerical integration for mean
* bump version
Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-10-21 10:47:10 +01:00
bef7e5288d
Move RDP computation to PRV and tidy up dependencies ( #13 )
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* Refactor to use PRV's rdp
* Whitespace edits
* Tidy up accountant
* Updte compute dp script
* Remove requirements.txt file
* Fix typo
* Remove six dependency
* Bump version
Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-10-20 11:06:17 -05:00
1e5cfb56cb
Add workflow for windows ( #9 )
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* Add workflow for windows
* Add better description for action
* Use latest version of windows
* Use longdouble instead of float128 which also works on windows
Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-09-08 16:36:41 +01:00
9563e27381
Update readme ( #11 )
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Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-09-07 12:42:20 +01:00
1310ed9390
Add workflows for publishing to pypi ( #10 )
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Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-09-07 12:00:59 +01:00
39b73611fb
Fix README example ( #8 )
2021-08-23 11:35:01 +02:00
40b12400c0
Fix floating point warnings from numpy ( #3 )
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* Fix floating point warnings from numpy
* Add test for safe log
Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-08-23 11:34:35 +02:00
0815032333
Refactor epsilon computation ( #5 )
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* Refactor epsilon computation
* Annotate and fix return type
* Small optimisation and pdf computation
Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-08-10 12:22:42 -05:00
53164600f6
Use more suitable argument names ( #2 )
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* Use more suitable argument names
* Fix tests
Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-06-18 17:50:07 +01:00
8501113f97
Initial PR ( #1 )
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Co-authored-by: Lukas Wutschitz <lukas.wutschitz@microsoft.com>
2021-06-11 20:08:05 +01:00
8b0ceee149
Create python-package.yml
2021-06-11 14:35:23 +01:00
d4012a09fc
SUPPORT.md committed
2021-06-09 02:09:53 -07:00
61afcf411f
README.md committed
2021-06-09 02:09:53 -07:00
9f5addbe94
SECURITY.md committed
2021-06-09 02:09:52 -07:00
fdba35fcc9
CODE_OF_CONDUCT.md committed
2021-06-09 02:09:51 -07:00
678cf9e473
LICENSE committed
2021-06-09 02:09:51 -07:00
98553b74d2
Initial commit
2021-06-09 09:09:43 +00:00
Marlon
Lukas Wutschitz
Lukas Wutschitz
Santiago Zanella-Beguelin
Microsoft Open Source
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