Despite the available methods, there are several challenges in preserving privacy:
Balancing Utility and Privacy: Ensuring that data remains useful for analysis while protecting individuals' privacy. Re-identification Risks: The possibility that anonymized data can be re-identified through various techniques. Data Sharing: Sharing data between organizations and researchers while maintaining privacy standards. Technological Advancements: Keeping up with evolving technologies that might pose new privacy risks.
