The Privacy-Hallucination Tradeoff in Differentially Private Language Models

Krithika Ramesh, Krishna Pillutla, Danish Pruthi +1

Both privacy and factual accuracy are paramount in high-stakes domains like healthcare. Concerningly, we uncover and investigate a privacy-hallucination tradeoff in differentially…