Privacy Leakage Avoidance with Switching Ensembles

Rauf Izmailov, Peter Lin, Chris Mesterharm +1

We consider membership inference attacks, one of the main privacy issues in machine learning. These recently developed attacks have been proven successful in determining, with conf…