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

• Main Authors: Wang, Si, Xu, Chaohui, Zheng, Yue, Chang, Chip Hong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Deep Learning Security; DNN IP Protection; Backdoor
• Online Access: https://hdl.handle.net/10356/159395
• Institution: Nanyang Technological University

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...