Frequency Domain Channel-wise Attack to CNN Classifiers in Motor Imagery Brain-Computer Interfaces

Author:

Huang Xiuyu1,Choi Kup-Sze2,Liang Shuang3,Zhang Yuanpeng4,Zhang Yingkui5,Poon Simon6,Pedrycz Witold7

Affiliation:

1. Department of Otolaryngology-Head and Neck Surgery, Massachusetts Eye and Ear and Harvard Medical School, Boston, MA, USA

2. HL7 Hong Kong Limited and the TechCosmos Limited, Hong Kong SAR, China

3. School of Internet of Things, Nanjing University of Posts and Telecommunications, Nanjing, China

4. Medical Informatics, Nantong University, Nantong, China

5. Center for Smart Health, The Hong Kong Polytechnic University, Hong Kong SAR, China

6. School of Computer Science, The University of Sydney, Sydney, NSW, Australia

7. Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada

Funder

Jiangsu University Philosophy and Social Science Foundation

National Natural Science Foundation of China

Hong Kong Research Grants Council

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Biomedical Engineering

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