trailofbits/PrivacyRaven

Issues

• Create a tabular output for run-all-attacks

  #39 opened 5 years ago by suhacker1
  2

• Create a membership inference example

  #7 opened 5 years ago by suhacker1
  3

• Fix HopSkipJump extraction

  #79 opened 3 years ago by suhacker1
  0

• Add more model extraction attacks

  #68 opened 4 years ago by suhacker1
  0

• Retroactively prove if PrivacyRaven was used on a model

  #70 opened 4 years ago by suhacker1
  0

• Add more privacy metrics

  #69 opened 4 years ago by suhacker1
  0

• Implement initial model inversion and property inference

  #2 opened 5 years ago by suhacker1
  0

• Add more membership inference configurations

  #32 opened 4 years ago by suhacker1
  0

• Add attacker advantage to membership inference attack

  #38 opened 4 years ago by suhacker1
  0

• Edit CONTRIBUTING.md

  #31 opened 5 years ago by suhacker1
  0

• Add GPU detection within attacks

  #30 opened 4 years ago by suhacker1
  0

• Add support for Python 3.6, 3.8, and 3.9

  #52 opened 4 years ago by suhacker1
  1

• Create a tutorial or example that uses a novel synthesizer, model, and callback

  #47 opened 4 years ago by suhacker1
  0

• Verify machine unlearning

  #62 opened 4 years ago by suhacker1
  0

• Verify implementations of differential privacy

  #61 opened 4 years ago by suhacker1
  0

• Modify the model extraction output

  #34 opened 4 years ago by suhacker1
  0

• Add new PyTorch Lightning model

  #55 opened 4 years ago by suhacker1
  0

• Add retraining and subset sampling to extraction

  #10 opened 5 years ago by suhacker1
  0

• Separate model-specific and data-specific hyperparameters

  #50 opened 4 years ago by suhacker1
  0

• Implement property inference attacks

  #58 opened 4 years ago by suhacker1
  0

• Build tests for model extraction and utils

  #14 opened 4 years ago by suhacker1
  1

• Metrics visualization interface

  #19 opened 5 years ago by suhacker1
  3

• Add a model card for the current models

  #53 opened 4 years ago by suhacker1
  0

• Unable to run or use PrivacyRaven in Colab

  #51 opened 4 years ago by ksasi
  1

• CLI

  #22 opened 5 years ago by MatthewARinehart
  1

• Integrate TensorBoard

  #36 opened 5 years ago by suhacker1
  0

• Create a PyTorch Lightning callback that uses model extraction

  #49 opened 4 years ago by suhacker1
  0

• Allow membership inference attacks to accept extracted models

  #48 opened 4 years ago by suhacker1
  0

• Create a differentially private victim model

  #15 opened 5 years ago by suhacker1
  3

• Create a wrapper around PyTorch Lightning Callbacks

  #37 opened 4 years ago by suhacker1
  0

• Create tests for membership inference and model inversion

  #42 opened 5 years ago by suhacker1
  0

• Add guidance for protecting against these attacks in README

  #20 opened 5 years ago by james-miller-93
  0

• PrivacyRaven as a property testing tool

  #23 opened 5 years ago by james-miller-93
  2

• Distribute robustness metrics between extraction and membership inference

  #5 opened 4 years ago by suhacker1
  0

• Optimize extraction example

  #25 opened 5 years ago by suhacker1
  0

• Determine query complexity of attacks

  #24 opened 5 years ago by suhacker1
  0

• Add PrivacyRaven-specific Jupyter Widgets

  #40 opened 5 years ago by suhacker1
  0

• Create an aggregated embedding for membership inference hot spots

  #41 opened 5 years ago by suhacker1
  0

• Create an overlaid diverging histogram for extraction

  #35 opened 5 years ago by suhacker1
  0

• Automated hyperparameter optimization

  #18 opened 5 years ago by suhacker1
  0

• Use attrs for model extraction

  #1 opened 5 years ago by suhacker1
  0

• Add "help" function

  #21 opened 5 years ago by james-miller-93
  0

• Add GitHub issue templates

  #11 opened 5 years ago by suhacker1
  0

• Set up Sphinx documentation

  #3 opened 5 years ago by suhacker1
  0