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Security/AWS Machine Learning Blog/September 10, 2026 at 4:02 PM

Model-agnostic PII detection with LLMs

A configurable, model-agnostic detector that turns any large language model on Amazon Bedrock into a PII detector. Because the entities to detect live in a prompt rather than in code, one detector adapts to new entity types without retraining, and it outperforms an off-the-shelf tool across five public corpora and nine LLM-based detectors.

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Model-agnostic PII detection with LLMs | The AI Front Page