Issues

• Fix HopSkipJump extraction

  bugextraction
  trailofbits/PrivacyRaven#79 · Filter by author suhacker1 opened on Feb 11, 2022

• Retroactively prove if PrivacyRaven was used on a model

  questionuser-facing
  trailofbits/PrivacyRaven#70 · Filter by author suhacker1 opened on Jun 4, 2021

• Add more privacy metrics

  trailofbits/PrivacyRaven#69 · Filter by author suhacker1 opened on Jun 4, 2021

• Add more model extraction attacks

  extractiongood first issuehelp wanteduser-facing
  trailofbits/PrivacyRaven#68 · Filter by author suhacker1 opened on May 6, 2021

• Verify machine unlearning

  user-facing
  trailofbits/PrivacyRaven#62 · Filter by author suhacker1 opened on Jan 4, 2021

• Verify implementations of differential privacy

  user-facing
  trailofbits/PrivacyRaven#61 · Filter by author suhacker1 opened on Jan 4, 2021
  

• Add a model card for the current models

  documentationgood first issue
  trailofbits/PrivacyRaven#53 · Filter by author suhacker1 opened on Dec 7, 2020

• Separate model-specific and data-specific hyperparameters

  backendextractiongood first issuehelp wanted
  trailofbits/PrivacyRaven#50 · Filter by author suhacker1 opened on Nov 20, 2020

• Allow membership inference attacks to accept extracted models

  extractionmembership inferenceuser-facing
  trailofbits/PrivacyRaven#48 · Filter by author suhacker1 opened on Nov 18, 2020

• Create tests for membership inference and model inversion

  backendblockedinversionmembership inferencetests
  trailofbits/PrivacyRaven#42 · Filter by author suhacker1 opened on Oct 1, 2020
  

• Create an aggregated embedding for membership inference hot spots

  metrics visualizationneeds validation
  trailofbits/PrivacyRaven#41 · Filter by author suhacker1 opened on Oct 1, 2020

• Add PrivacyRaven-specific Jupyter Widgets

  metrics visualizationuser-facing
  trailofbits/PrivacyRaven#40 · Filter by author suhacker1 opened on Oct 1, 2020

• Create a tabular output for run-all-attacks

  blockedgood first issuemetrics visualizationuser-facing
  trailofbits/PrivacyRaven#39 · Filter by author suhacker1 opened on Oct 1, 2020
  2

• Integrate TensorBoard

  metrics visualizationneeds validationuser-facing
  trailofbits/PrivacyRaven#36 · Filter by author suhacker1 opened on Oct 1, 2020

• Create an overlaid diverging histogram for extraction

  extractionmetrics visualizationneeds validationuser-facing
  trailofbits/PrivacyRaven#35 · Filter by author suhacker1 opened on Oct 1, 2020

• Edit CONTRIBUTING.md

  documentationneeds validation
  trailofbits/PrivacyRaven#31 · Filter by author suhacker1 opened on Sep 24, 2020
  

• Optimize extraction example

  documentationgood first issuehelp wanted
  trailofbits/PrivacyRaven#25 · Filter by author suhacker1 opened on Sep 21, 2020

• Determine query complexity of attacks

  needs validation
  trailofbits/PrivacyRaven#24 · Filter by author suhacker1 opened on Sep 18, 2020

• PrivacyRaven as a property testing tool

  blockedneeds validation
  trailofbits/PrivacyRaven#23 · Filter by author james-miller-93 opened on Sep 18, 2020
  2

• CLI

  blocked
  trailofbits/PrivacyRaven#22 · Filter by author MatthewARinehart opened on Sep 18, 2020
  1

  

• Add "help" function

  blocked
  trailofbits/PrivacyRaven#21 · Filter by author james-miller-93 opened on Sep 18, 2020

• Add guidance for protecting against these attacks in README

  documentationgood first issue
  trailofbits/PrivacyRaven#20 · Filter by author james-miller-93 opened on Sep 18, 2020

• Metrics visualization interface

  help wantedneeds validationuser-facing
  trailofbits/PrivacyRaven#19 · Filter by author suhacker1 opened on Sep 18, 2020
  3

  

• Automated hyperparameter optimization

  backendhelp wantedneeds validation
  trailofbits/PrivacyRaven#18 · Filter by author suhacker1 opened on Sep 18, 2020

• Create a differentially private victim model

  good first issue
  trailofbits/PrivacyRaven#15 · Filter by author suhacker1 opened on Sep 9, 2020
  3