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Amazon· Bedrock / NovaModel-agnostic PII detection with LLMs
Configurable PII detector runs on any LLM via Amazon Bedrock with 81.6% accuracy.
Amazon describes a configurable, instruction-driven PII detector that runs on any large language model managed on Amazon Bedrock, evaluated on five public PII corpora across nine LLM-based detectors including the OpenAI PrivacyFilter.
The detector is model-agnostic, with detection logic in instructions and a configurable backend via an Inferencer interface.
The pii-detector package is available in the sample-llm-pii-detection repository.
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a configurable, model-agnostic detector built on large language models (LLMs), walk through its implementation, benchmark it against an off-the-shelf tool, and show how to run it on your own data.
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