Privacy Bias in Language Models: A Contextual Integrity-based Auditing Metric

Yan Shvartzshnaider, Vasisht Duddu

As large language models (LLMs) are integrated into sociotechnical systems, it is crucial to examine the privacy biases they exhibit. We define privacy bias as the appropriateness…