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29 Open 15 Closed
29 Open 15 Closed
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Issues list

Fix HopSkipJump extraction bug Something isn't working extraction Related to model extraction attacks
#79 opened Feb 11, 2022 by suhacker1
Retroactively prove if PrivacyRaven was used on a model question Further information is requested user-facing Features that will directly impact users
#70 opened Jun 4, 2021 by suhacker1
Add more privacy metrics
#69 opened Jun 4, 2021 by suhacker1
Add more model extraction attacks extraction Related to model extraction attacks good first issue Good for newcomers help wanted Extra attention is needed user-facing Features that will directly impact users
#68 opened May 6, 2021 by suhacker1
Verify machine unlearning user-facing Features that will directly impact users
#62 opened Jan 4, 2021 by suhacker1
Verify implementations of differential privacy user-facing Features that will directly impact users
#61 opened Jan 4, 2021 by suhacker1
@suhacker1
Add a model card for the current models documentation Improvements or additions to documentation good first issue Good for newcomers
#53 opened Dec 7, 2020 by suhacker1
Separate model-specific and data-specific hyperparameters backend Backend improvements; may not directly impact user experience extraction Related to model extraction attacks good first issue Good for newcomers help wanted Extra attention is needed
#50 opened Nov 20, 2020 by suhacker1
Allow membership inference attacks to accept extracted models extraction Related to model extraction attacks membership inference Related to membership inference attacks user-facing Features that will directly impact users
#48 opened Nov 18, 2020 by suhacker1
Create tests for membership inference and model inversion backend Backend improvements; may not directly impact user experience blocked inversion Related to model inversion attacks membership inference Related to membership inference attacks tests
#42 opened Oct 1, 2020 by suhacker1
@suhacker1
Create an aggregated embedding for membership inference hot spots metrics visualization Part of the three phase metrics visualization project needs validation Some validation is required to document the solution
#41 opened Oct 1, 2020 by suhacker1
Add PrivacyRaven-specific Jupyter Widgets metrics visualization Part of the three phase metrics visualization project user-facing Features that will directly impact users
#40 opened Oct 1, 2020 by suhacker1
Create a tabular output for run-all-attacks blocked good first issue Good for newcomers metrics visualization Part of the three phase metrics visualization project user-facing Features that will directly impact users
#39 opened Oct 1, 2020 by suhacker1
2
Integrate TensorBoard metrics visualization Part of the three phase metrics visualization project needs validation Some validation is required to document the solution user-facing Features that will directly impact users
#36 opened Oct 1, 2020 by suhacker1
Create an overlaid diverging histogram for extraction extraction Related to model extraction attacks metrics visualization Part of the three phase metrics visualization project needs validation Some validation is required to document the solution user-facing Features that will directly impact users
#35 opened Oct 1, 2020 by suhacker1
Edit CONTRIBUTING.md documentation Improvements or additions to documentation needs validation Some validation is required to document the solution
#31 opened Sep 24, 2020 by suhacker1
@suhacker1
Optimize extraction example documentation Improvements or additions to documentation good first issue Good for newcomers help wanted Extra attention is needed
#25 opened Sep 21, 2020 by suhacker1
Determine query complexity of attacks needs validation Some validation is required to document the solution
#24 opened Sep 18, 2020 by suhacker1
PrivacyRaven as a property testing tool blocked needs validation Some validation is required to document the solution
#23 opened Sep 18, 2020 by james-miller-93
2
CLI blocked
#22 opened Sep 18, 2020 by MatthewARinehart
@suhacker1
1
Add "help" function blocked
#21 opened Sep 18, 2020 by james-miller-93
Add guidance for protecting against these attacks in README documentation Improvements or additions to documentation good first issue Good for newcomers
#20 opened Sep 18, 2020 by james-miller-93
Metrics visualization interface help wanted Extra attention is needed needs validation Some validation is required to document the solution user-facing Features that will directly impact users
#19 opened Sep 18, 2020 by suhacker1
@suhacker1
3
Automated hyperparameter optimization backend Backend improvements; may not directly impact user experience help wanted Extra attention is needed needs validation Some validation is required to document the solution
#18 opened Sep 18, 2020 by suhacker1
Create a differentially private victim model good first issue Good for newcomers
#15 opened Sep 9, 2020 by suhacker1
@schan523 @KK-Gayatri-P
3
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