Reconstruction Attacks on Aggressive Relaxations of Differential Privacy

Prottay Protivash, John Durrell, Zeyu Ding +2

Differential privacy is a widely accepted formal privacy definition that allows aggregate information about a dataset to be released while controlling privacy leakage for individua…