Shruti Tople

Alleviating Privacy Attacks via Causal Learning

2019 · arXiv (Cornell University)

Machine learning models, especially deep neural networks have been shown to be susceptible to privacy attacks such as membership inference where an adversary can detect whether a data point was used for training a black-box …