Data anonymization is the process of protecting private or sensitive information by erasing or encrypting identifiers that connect an individual to stored data. This ensures data confidentiality across databases by making it impossible to identify the individual associated with the data, thereby protecting privacy and securing sensitive information from unauthorized access.