Alleviating Privacy Attacks via Causal Learning

Shruti Tople, Amit Sharma, Aditya Nori

Abstract: Machine learning models, especially deep neural networks are known to be susceptible to privacy attacks such as membership inference where an adversary can detect whether a data point was used to t...