Ruixuan Liu

Local Differential Privacy with K-anonymous for Frequency Estimation

2019

Data release, such as statistics of data distribution, in many data analysis and machine learning tasks is needed, which poses significant risks of user's privacy. Usually, to preserve privacy of every individual, frequency estimation based …