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Explore the challenges and ethical concerns of using unauthorised personal data in training Large Language Models (LLMs). Understand the significance of Personally Identifiable Information (PII) security and discover ProPILE, a tool designed to assess the recoverability of your own PII in popular LLMs.
Large language models (LLMs) absorb web data, which may include sensitive personal information. Our tool, ProPILE, acts as a detective, helping individuals assess potential personal data exposure within LLMs. It allows users to tailor prompts to monitor their data, fostering awareness and control over personal information in the age of LLMs.