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Fix HopSkipJump extraction

bugSomething isn't workingSomething isn't working

extractionRelated to model extraction attacksRelated to model extraction attacks

Status: Open.

#79 In trailofbits/PrivacyRaven;

· suhacker1 opened on Feb 11, 2022

Retroactively prove if PrivacyRaven was used on a model

questionFurther information is requestedFurther information is requested

user-facingFeatures that will directly impact usersFeatures that will directly impact users

Status: Open.

#70 In trailofbits/PrivacyRaven;

· suhacker1 opened on Jun 4, 2021

Add more privacy metrics

Status: Open.

#69 In trailofbits/PrivacyRaven;

· suhacker1 opened on Jun 4, 2021

Add more model extraction attacks

extractionRelated to model extraction attacksRelated to model extraction attacks

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

user-facingFeatures that will directly impact usersFeatures that will directly impact users

Status: Open.

#68 In trailofbits/PrivacyRaven;

· suhacker1 opened on May 6, 2021

Verify machine unlearning

user-facingFeatures that will directly impact usersFeatures that will directly impact users

Status: Open.

#62 In trailofbits/PrivacyRaven;

· suhacker1 opened on Jan 4, 2021

Verify implementations of differential privacy

user-facingFeatures that will directly impact usersFeatures that will directly impact users

Status: Open.

#61 In trailofbits/PrivacyRaven;

· suhacker1 opened on Jan 4, 2021

Add a model card for the current models

documentationImprovements or additions to documentationImprovements or additions to documentation

good first issueGood for newcomersGood for newcomers

Status: Open.

#53 In trailofbits/PrivacyRaven;

· suhacker1 opened on Dec 7, 2020

Separate model-specific and data-specific hyperparameters

backendBackend improvements; may not directly impact user experienceBackend improvements; may not directly impact user experience

extractionRelated to model extraction attacksRelated to model extraction attacks

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#50 In trailofbits/PrivacyRaven;

· suhacker1 opened on Nov 20, 2020

Allow membership inference attacks to accept extracted models

extractionRelated to model extraction attacksRelated to model extraction attacks

membership inferenceRelated to membership inference attacksRelated to membership inference attacks

user-facingFeatures that will directly impact usersFeatures that will directly impact users

Status: Open.

#48 In trailofbits/PrivacyRaven;

· suhacker1 opened on Nov 18, 2020

Create tests for membership inference and model inversion

backendBackend improvements; may not directly impact user experienceBackend improvements; may not directly impact user experience

blocked

inversionRelated to model inversion attacksRelated to model inversion attacks

membership inferenceRelated to membership inference attacksRelated to membership inference attacks

tests

Status: Open.

#42 In trailofbits/PrivacyRaven;

· suhacker1 opened on Oct 1, 2020

Create an aggregated embedding for membership inference hot spots

metrics visualizationPart of the three phase metrics visualization projectPart of the three phase metrics visualization project

needs validationSome validation is required to document the solutionSome validation is required to document the solution

Status: Open.

#41 In trailofbits/PrivacyRaven;

· suhacker1 opened on Oct 1, 2020

Add PrivacyRaven-specific Jupyter Widgets

metrics visualizationPart of the three phase metrics visualization projectPart of the three phase metrics visualization project

user-facingFeatures that will directly impact usersFeatures that will directly impact users

Status: Open.

#40 In trailofbits/PrivacyRaven;

· suhacker1 opened on Oct 1, 2020