The Privacy-Utility Tradeoff in Rank-Preserving Dataset Obfuscation

Mahshad Shariatnasab, Farhad Shirani, S. Sitharma Iyengar

Dataset obfuscation refers to techniques in which random noise is added to the entries of a given dataset, prior to its public release, to protect against leakage of private inform…