Our Research on Membership Inference Attacks and Preventing Privacy Leaks

Summary

Imagine there’s a stranger out there who has nothing but API access to your chatbot. They are interested in knowing whether a specific patient, employee, or customer appears in the data you trained it on. Without breaching the database or stealing backups, this person can theoretically figure out this information with carefully crafted prompts and […]

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