My research focuses on private, secure, and equitable data management. I design algorithms to accurately learn from data without disclosing sensitive facts about individuals, primarily in the model of differential privacy. I study fair and responsible data management. I have also designed novel techniques for controlling access to data, limiting retention of data, and resisting forensic analysis.