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What is exposure as it relates to security risks with foundation models (FMs)?

publish date2025/09/23 20:58:49.204997 UTC

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Correct Answer

The unintentional inclusion of sensitive data in training sets

Explanation

Exposure is when confidential or regulated information is leaked because it was part of the training data.  Publi use may carry risks but is not exposure by itself.  The loss of GPU performance during training is a hardware issue.  The failure to generate output within token limits is unrelated to privacy or data security.

Reference

AWS Certified AI Practitioner (AIF-C01) Study Guide, Tom Taulli


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