Natural Science Foundation of China (NSFC)National Natural Science Foundation of China (NSFC) [61705170]; Natural Scie nce Foundation of Hubei ProvinceNatural Science Foundation of Hubei Province [2019CFB250]
机构署名：
本校为第一且通讯机构
院系归属：
数学与计算机学院
摘要：
Amid the maturity of machine learning, deep neural networks are gradually applied in the business sector rather than be restricted in the laboratory. However, its intellectual property protection encounters a significant challenge. In this paper, we aim at embedding a unique identity number (ID) to the deep neural network for model ownership verification. To this end, a scheme of generating DNN ID is proposed, which is the criterion for model ownership verification. After embedding, the model can complete the original performance and own a unique ID of this model as well. DNN ID can only be ge...
