TY - CONF ID - cs-10-1 TI - Calibrating Noise to Sensitivity in Private Data Analysis AU - Dwork, Cynthia AU - McSherry, Frank AU - Nissim, Kobbi AU - Smith, Adam T2 - Lecture Notes in Computer Science; Theory of Cryptography PY - 2006 DO - 10.1007/11681878_14 UR - https://www.microsoft.com/en-us/research/publication/calibrating-noise-to-sensitivity-in-private-data-analysis/ ER - TY - CONF ID - cs-10-2 TI - Rényi Differential Privacy AU - Mironov, Ilya T2 - 2017 IEEE 30th Computer Security Foundations Symposium (CSF) PY - 2017 DO - 10.1109/csf.2017.11 UR - https://arxiv.org/abs/1702.07476 ER - TY - CONF ID - cs-10-3 TI - Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising AU - Balle, Borja AU - Wang, Yu-Xiang T2 - Proceedings of Machine Learning Research, vol. 80 PY - 2018 UR - https://proceedings.mlr.press/v80/balle18a.html ER -