Why is Differential Privacy Important in Epidemiology?
In epidemiology, researchers collect and analyze data to understand the distribution and determinants of health and disease conditions in populations. This often involves handling sensitive information such as patient medical records, genetic data, and other personal identifiers. Privacy breaches can lead to significant ethical and legal issues, including loss of trust and potential harm to individuals. Differential privacy helps mitigate these risks by providing a robust framework to protect individual identities while still allowing valuable insights to be drawn from the data.
