A Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings

Danushka Bollegala, Shuichi Otake, Tomoya Machide +1

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…