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by piesauce 1793 days ago
It isn't that easy to reverse engineer our models. We test our models for a certain degree of robustness (same concepts expressed in different ways will be generally picked up). Plus, if companies go out of their way to express risks in cryptic terms, our models picks up needlessly convoluted text as well. We also constantly retrain our models so I don't foresee this becoming a problem in the foreseeable future.
1 comments

Why can't there be an adversarial GAN model that tries to minimize your model's score by using text that your model has not seen yet, ad-infinitum?