Overlook: Differentially Private Exploratory Visualization for Big Data

Pratiksha Thaker, Mihai Budiu, Parikshit Gopalan +2

Data exploration systems that provide differential privacy must manage a privacy budget that measures the amount of privacy lost across multiple queries. One effective strategy to…