Weichang Wu

Efficient Model Stealing Defense with Noise Transition Matrix

With the escalating complexity and investment cost of training deep neural networks safeguarding them from unauthorized usage and intellectual property theft has become imperative. Especially the rampant misuse of prediction APIs to replicate models without access to the original data or architectur…