The Ethics of Data Anonymization

The ethics of data anonymization revolves around balancing privacy protection with the need for data utility in AI and research. While anonymization safeguards individuals’ identities, it raises concerns about de-anonymization risks, consent, transparency, and the fair use of data in AI systems.