Data Availability (Addition)

Techniques that add noise or generate alternative representations of data:

• Differential Privacy: Injecting controlled noise into computations or query responses to obscure individual data points.
• Synthetic Data: Generating artificial datasets that mirror statistical properties of real data but do not expose actual user records.

These methods add new layers of protection, enabling safer external sharing or broad usage without revealing personally identifiable details.

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