Semantic Leakage from Image Embeddings

Yiyi Chen, Qiongkai Xu, Desmond Elliott +2

Image embeddings are generally assumed to pose limited privacy risk. We challenge this assumption by formalizing semantic leakage as the ability to recover semantic structures from…