Advancing Differential Privacy

This chapter explores a speaker's journey in the realm of differential privacy, highlighting their experiences during their PhD and collaborations at Apple and LinkedIn. It discusses the evolution and practical implementation of differential privacy, addressing the challenges of applying existing algorithms in real-world scenarios and the need for accessible solutions. The conversation also introduces innovative techniques for tracking privacy budgets while ensuring efficient data retrieval and privacy guarantees.