Parastoo Sadeghi

Low Influence, Utility, and Independence in Differential Privacy: A\n Curious Case of $3 \\choose 2$

2020 · arXiv (Cornell University)

We study the relationship between randomized low influence functions and\ndifferentially private mechanisms. Our main aim is to formally determine\nwhether differentially private mechanisms are low influence and whether low\ninfluence randomized functions can be differentially private. We …