How does AI help in data anonymization?
AI helps in data anonymization by using techniques like differential privacy and data masking to protect sensitive information.
Can you explain differential privacy?
Differential privacy is a method that adds noise to datasets, ensuring that individual data points cannot be identified.
What are some common techniques for data masking?
Common techniques include tokenization, encryption, and shuffling data to obscure original values while retaining usability.
Are there any legal considerations for data anonymization?
Yes, legal considerations include compliance with regulations like GDPR, which mandates proper anonymization to protect user privacy.
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