A deep learning framework supporting model ownership protection and traitor tracing

• Main Authors: XU, Guowen, LI, Hongwei, ZHANG, Yuan, LIN, Xiaodong, DENG, Robert H., SHEN, Xuemin (Sherman)
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Watermarking; Cloud Computing; Deep Learning; Ownership Protection; Traitor Tracing; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/5914; https://ink.library.smu.edu.sg/context/sis_research/article/6917/viewcontent/DeepLearning_icpads_2020_av.pdf
• Institution: Singapore Management University

Cloud-based deep learning (DL) solutions have been widely used in applications ranging from image recognition to speech recognition. Meanwhile, as commercial software and services, such solutions have raised the need for intellectual property rights protection of the underlying DL models. Watermarki...