Differentially Private Small Dataset Release Using Random Projections

Lovedeep Gondara, Ke Wang

Abstract: Small datasets form a significant portion of releasable data in high sensitivity domains such as healthcare. But, providing differential privacy for small dataset release is a hard task, where curr...