@inproceedings{cs-10-1, title = {{Calibrating Noise to Sensitivity in Private Data Analysis}}, author = {Dwork, Cynthia and McSherry, Frank and Nissim, Kobbi and Smith, Adam}, booktitle = {Lecture Notes in Computer Science; Theory of Cryptography}, year = {2006}, doi = {10.1007/11681878_14}, url = {https://www.microsoft.com/en-us/research/publication/calibrating-noise-to-sensitivity-in-private-data-analysis/} } @inproceedings{cs-10-2, title = {{Rényi Differential Privacy}}, author = {Mironov, Ilya}, booktitle = {2017 IEEE 30th Computer Security Foundations Symposium (CSF)}, year = {2017}, doi = {10.1109/csf.2017.11}, url = {https://arxiv.org/abs/1702.07476} } @inproceedings{cs-10-3, title = {{Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising}}, author = {Balle, Borja and Wang, Yu-Xiang}, booktitle = {Proceedings of Machine Learning Research, vol. 80}, year = {2018}, url = {https://proceedings.mlr.press/v80/balle18a.html} }