Ownership verification of DNN architectures via hardware cache side channels

• Main Authors: Lou, Xiaoxuan, Guo, Shangwei, Li, Jiwei, Zhang, Tianwei
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Deep Neural Network; Watermarking; Cache Side Channel
• Online Access: https://hdl.handle.net/10356/159773
• Institution: Nanyang Technological University

Deep Neural Networks (DNN) are gaining higher commercial values in computer vision applications, e.g., image classification, video analytics, etc. This calls for urgent demands of the intellectual property (IP) protection of DNN models. In this paper, we present a novel watermarking scheme to achiev...