Zhan Cheng

CREDIT: Certified Ownership Verification of Deep Neural Networks Against Model Extraction Attacks

Machine Learning as a Service (MLaaS) has become a widely adopted method for delivering deep neural network (DNN) models, allowing users to conveniently access models via APIs. However, such services have been shown to be highly vulnerable to Model Extraction Attacks (MEAs). While numerous defense s…