@article{machinelearningwithprivacyforprotected, title = {Machine Learning with Privacy for Protected Attributes}, author = {Saeed Mahloujifar and Chuan Guo and G. Edward Suh and Kamalika Chaudhuri}, year = {2025}, eprint = {2506.19836}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.19836v1}, }