Ilya Mironov

Encode, Shuffle, Analyze Privacy Revisited: Formalizations and Empirical Evaluation

2020 · arXiv (Cornell University)

Recently, a number of approaches and techniques have been introduced for reporting software statistics with strong privacy guarantees. These range from abstract algorithms to comprehensive systems with varying assumptions and built upon local differential privacy …