Membership Inference Attacks for Retrieval Based In-Context Learning for Document Question Answering

Tejas Kulkarni, Antti Koskela, Laith Zumot

We show that remotely hosted applications employing in-context learning when augmented with a retrieval function to select in-context examples can be vulnerable to membership-infer…