no code implementations • 19 Sep 2023 • Danushka Bollegala, Shuichi Otake, Tomoya Machide, Ken-ichi Kawarabayashi
We propose a Neighbourhood-Aware Differential Privacy (NADP) mechanism considering the neighbourhood of a word in a pretrained static word embedding space to determine the minimal amount of noise required to guarantee a specified privacy level.