The Column Masking Bypass

Identify the most likely failure mechanism, propose a reversible production-safe fix, and explain validation, trade-offs, monitoring, and recovery.

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Write your root-cause analysis

Work from the task and data contract. A partial attempt is better practice than revealing the model answer first.

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