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Training a model with sensitive data, or anonymize?

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Posted on by ManoukUBN

Hello! 🙂

I need to train an extract custom information from documents model to extract data from sensitive documents. My question is: Can I use these documents (which, again, contain sensitive information) to train the model, or should I used anonymized versions to train the model? I've heard talk about never putting sensitive information into an AI model, so I wanted to be on the cautious side. Thanks!

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jk_one Moderator on at

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Hi,

Depending on what your concern is exactly, you may want to check out the AI Builder governance whitepaper to get a better sense on how the data is processed for training your custom models and see if that answers your concerns.

Hope that helps,

JK

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ManoukUBN 24 on at

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Thank you! This was exactly what I was looking for, and sent me in the right direction for a few other of my questions as well.

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