The integration of AI technologies in epidemiology raises several ethical considerations, particularly regarding data privacy and security. The use of personal data, such as mobile phone records for contact tracing, necessitates stringent data protection measures to prevent misuse. Transparency in AI algorithms and their decision-making processes is also crucial to maintain public trust. Ethical guidelines and regulatory frameworks must be established to ensure that AI technologies are used responsibly and ethically in epidemiological research.