Privacy-Aware Infrastructure in the AI-Native Era: An Asset Classification Case Study

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Abstract
Privacy controls — systems that enforce retention, access, allowed-purpose, downstream-sharing, or anonymization policies — require a reliable understanding of data to function. Before such a control can operate effectively, it must know exactly what it is looking at. This can be complex, as demonstrated by a field simply named “age“: In one context, it might [...]
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