A buyer-traceable DNN model IP protection method against piracy and misappropriation

• Main Authors: Wang, Si, Xu, Chaohui, Zheng, Yue, Chang, Chip Hong
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2022
• 主題: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Deep Learning Security; DNN IP Protection; Backdoor
• 在線閱讀: https://hdl.handle.net/10356/159395

Recently proposed model functionality and attribute extraction techniques have exacerbated unauthorized low-cost reproduction of deep neural network (DNN) models for similar applications. In particular, intellectual property (IP) theft and unauthorized distribution of DNN models by dishonest buyers...