membership-inference

Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)

property-inference-collaborative-ml

Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)

ml-model-remember

Code for Machine Learning Models that Remember Too Much (in CCS 2017)

collision-bert

auditing-text-generation

Code for Auditing Data Provenance in Text-Generation Models (in KDD 2019)