PANORAMA: A synthetic PII-laced dataset for studying sensitive data memorization in LLMs

Sriram Selvam, Anneswa Ghosh

The memorization of sensitive and personally identifiable information (PII) by large language models (LLMs) poses growing privacy risks as models scale and are increasingly deploye…