Regulatory frameworks like the GDPR in the European Union and CCPA in California set standards for data privacy, including requirements for data anonymization. These regulations have prompted organizations to adopt more stringent anonymization practices. However, the effectiveness of these measures often depends on the interpretation of what constitutes sufficient anonymization and de-identification, leading to variability in practices. Compliance does not always equate to the elimination of privacy risks, indicating a gap that needs addressing.
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