Data Privacy and Trustworthy Machine Learning. (arXiv:2209.06529v1 [cs.LG])

Web: http://arxiv.org/abs/2209.06529

The privacy risks of machine learning models is a major concern when training
them on sensitive and personal data. We discuss the tradeoffs between data
privacy and the remaining goals of trustworthy machine learning (notably,
fairness, robustness, and explainability).

data data privacy machine machine learning privacy