VALSE 论文速览 第137期：CUTI-Domain for Model IP Protection

论文题目：Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property Protection

作者列表：

汪恋雨 (南京航空航天大学)，王猛 (新加坡科技研究局)，张道强 (南京航空航天大学)，付华柱 (新加坡科技研究局)

B站观看网址：

https://www.bilibili.com/video/BV1xQ4y1s75C/

论文摘要：

As scientific and technological advancements result from human intellectual labor and computational costs, protecting model intellectual property (IP) has become increasingly important to encourage model creators and owners, involves preventing the use of well-trained models on unauthorized domains. This talk will present some of our recent work of a novel approach called Compact Un-Transferable Isolation Domain (CUTI-domain), which acts as a barrier to block illegal transfers from authorized to unauthorized domains. Two solutions are designed for using CUTI-domain depending on whether the unauthorized domain is known or not. We will also discuss how CUTI domains facilitate ownership verification and applicability authorization in real-world scenarios.

论文信息：

[1] Lianyu Wang, Meng Wang, Daoqiang Zhang, Huazhu Fu, “Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property Protection,” IEEE Computer Vision and Pattern Recognition (CVPR 2023), Vancouver, Canada, June 2023.

论文链接：

[https://arxiv.org/abs/2303.11078]

视频讲者简介：

Lianyu Wang is a first-year PhD at the College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, under the supervision of Prof. Daoqiang Zhang. Her main research directions are domain adaptation and model intellectual property protection.

个人主页：

http://ibrain.nuaa.edu.cn/

特别鸣谢本次论文速览主要组织者：

月度轮值AC：秦杰 (南京航空航天大学)

季度轮值AC：叶茫 (武汉大学)