DPSQL+: A Differentially Private SQL Library with a Minimum Frequency Rule

Tomoya Matsumoto, Shokichi Takakura, Shun Takagi +1

SQL is the de facto interface for exploratory data analysis; however, releasing exact query results can expose sensitive information through membership or attribute inference attac…