http://uwcryspionvholmkfxoqt2xns5mvnct34ytacugxtqpqrnka2oqm6kqd.onion/speakers/20210329-Evans
Experimental evidence, however, suggests that
inference attacks have limited power, and in many cases a very small
amount of privacy noise seems to be enough to defuse inference
attacks. In this talk, I will give an overview of a variety of
different inference risks for machine learning models, talk about
strategies for evaluating model inference risks, and report on some
experiments by our...