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...ChevronPrivacy Pools For ScalabilityChevronSelective Masking

Selective Masking

Apply masking only to sensitive features (e.g., patient identifiers in healthcare datasets), reducing overhead while maintaining privacy for critical data.

Selective Masking
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Performance and Efficiency in Selective Masking

This aligns with the ecosystem's efficiency goals and Substrate's optimized execution environment.

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Selective masking ensures that only the most sensitive elements of a dataset are obscured, leaving non-sensitive data untouched to minimize computational impact — crucial for real-time applications where speed is essential, such as in diagnostic AI systems processing live patient data through Substrate's high-performance runtime.

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