神经网络后门攻击方法与水印保护技术.pdf
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A Data-free Backdoor Injection Approach in
Neural Networks
Peizhuo Lv
1,2
, Chang Yue
1,2
, Rugang Liang
1,2
, Yufei Yang
1,2
, Shengzhi Zhang
3
,
Hualong Ma
1,2
, and Kai Chen
1,2,4,*
The 32nd USENIX Security Symposium
1
SKLOIS, Institute of Information Engineering, Chinese Academy of Sciences, China
2
School of Cyber Security, University of Chinese Academy of Sciences, China
3
Department of Computer Science, Metropolitan College, Boston University, USA
4
Beijing Academy of Artificial Intelligence, China
Main Task
Data
Backdoor
Injection
Motivation
Most Backdoor attacks rely on main-task data to inject backdoor.
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