Performance Optimization
Investigate lightweight masking algorithms, such as format-preserving encryption, to preserve data structure while obscuring sensitive values.
Real-Time AI Compatibility and Format-Preserving Encryption
This ensures compatibility with real-time AI applications running on Substrate's high-performance runtime.
Format-preserving encryption allows masked data to retain its original format (e.g., a masked credit card number still looks like a valid number), enabling seamless integration with existing AI pipelines that rely on structured data — avoiding the need for extensive reformatting while maintaining compatibility with Substrate's weight-based execution model.
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