DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation

Author:

Qiu Han1,Zeng Yi2,Guo Shangwei3,Zhang Tianwei4,Qiu Meikang5,Thuraisingham Bhavani6

Affiliation:

1. Tsinghua University, Beijing, China

2. University of California, San Diego, La Jolla, CA, USA

3. Chongqing University, Chongqing, China

4. Nanyang Technological University, Singapore, Singapore

5. Texas A&M University, TX, TX, USA

6. The University of Texas at Dallas, Dallas, TX, USA

Funder

Singapore Ministry of Education

National Key Research and Development Plan of China

National Natural Science Foundation of China

Publisher

ACM

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