Please share your thoughts about using machine learning models from confidential datasets. For example, I have a classification model I trained using sklearn. In general, can I use the model for similar purposes? Or does the owner of the confidential dataset automatically own the model too?

I've read that it depends on the library and dataset used whether information about the data can be inferred or not. I know for sklearn models, it cannot be. Can you please give me more examples as well?

I may seem to ask for legal advice but no, I just want to know more about this area. I'm not affiliated with any tech lawyer either, and I think that goes too far for a simple informal discussion.

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