Privacy in epidemiology refers to the protection of individuals' personal information from unauthorized access. It ensures that sensitive data such as health records, genetic information, and other personal identifiers are kept secure and used only for the intended research purposes. Privacy is a fundamental aspect of maintaining trust between researchers and participants.