Submitted by nexflatline t3_zwzzbc in MachineLearning
HGFlyGirl t1_j2al2u4 wrote
Reply to comment by nexflatline in [D] Protecting your model in a place where models are not intellectual property? by nexflatline
Whatever solution you find, be mindful of how it impacts the bottom line. It's easy to spend more on protection against theft, than you could lose from a theft.
It could be impossible to make it completely safe from theft, but it can be made difficult and as you say - your customers have little knowledge of computers. I have had a customer actually pay a hacker to steal my software, I caught them at it and a letter from the legal team was all I needed. I caught it because I had legitimate remote access.
Can you encrypt the model and make your software temporarily decrypt it at the point of inference? This might make the model useless in isolation.
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