Differential Private Discrete Noise Adding Mechanism: Conditions, Properties and Optimization

Shuying Qin, Jianping He, Chongrong Fang +1

Differential privacy is a standard framework to quantify the privacy loss in the data anonymization process. To preserve differential privacy, a random noise adding mechanism is wi…