What are the Challenges in Anonymizing Toxicology Data?
Anonymizing toxicology data presents several challenges. One major challenge is the balance between data utility and privacy. While anonymization aims to protect individual identities, excessive data masking can lead to loss of important information, affecting the data analysis outcomes. Additionally, the risk of re-identification exists, where anonymized data can potentially be traced back to individuals through auxiliary information.
