Lovedeep Singh Gondara

Incorporating Item Frequency for Differentially Private Set Union

We study the problem of releasing the set union of users' items subject to differential privacy. Previous approaches consider only the set of items for each user as the input. We propose incorporating the item frequency, which is typically available in set union problems, to boost the utility of pri…