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I'm curious how the model handles text data. Does it use the actual input text from the source db to generate new synthetic data? If I have a column of a bunch
by carlps 6y ago
I'm curious how the model handles text data. Does it use the actual input text from the source db to generate new synthetic data? If I have a column of a bunch of sensitive text that I need sanitized, how will that appear in the output? What is the risk of leaking something sensitive?
- openquery 6y agoThanks for the question! For now text data will be marked as `categorical` or `text`. When you have sensitive data you want to use `text` which will provide a lorem-ipsum type generator. If the model has classified that column with the semantic type `text`, no information from the column should be leaked :)