As long as your training data itself isn't sensitive. If that's e.g. photos of products and you're training a quality assurance photo recognition software, that's probably fine, if it's unredacted support tickets, not fine.
You can process your data through some learned feature extractor offline first, just to be sure.
You can process your data through some learned feature extractor offline first, just to be sure.