Differential Privacy via Wavelet Transforms

Xiaokui Xiao, Guozhang Wang, Johannes Gehrke

Privacy preserving data publishing has attracted considerable research interest in recent years. Among the existing solutions, {\em $\epsilon$-differential privacy} provides one of the st…