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2011.00101
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EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks
IEEE transactions on neural systems and rehabilitation engineering (TNSRE), 2020
30 October 2020
Lubin Meng
Jian Huang
Zhigang Zeng
Xue Jiang
Shan Yu
T. Jung
Chin-Teng Lin
Ricardo Chavarriaga
Dongrui Wu
AAML
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Papers citing
"EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks"
15 / 15 papers shown
Active Poisoning: Efficient Backdoor Attacks on Transfer Learning-Based Brain-Computer Interfaces
Science China Information Sciences (Sci China Inf Sci), 2023
X. Jiang
L. Meng
S. Li
D. Wu
AAML
347
9
0
13 Dec 2024
Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer Interfaces
Information Fusion (Inf. Fusion), 2024
Lubin Meng
Xue Jiang
Xiaoqing Chen
Wenzhong Liu
Hanbin Luo
Dongrui Wu
AAML
435
16
0
10 Dec 2024
Alignment-Based Adversarial Training (ABAT) for Improving the Robustness and Accuracy of EEG-Based BCIs
IEEE transactions on neural systems and rehabilitation engineering (IEEE TNSRE), 2024
Xiaoqing Chen
Ziwei Wang
Dongrui Wu
AAML
410
19
0
04 Nov 2024
Cybersecurity in Industry 5.0: Open Challenges and Future Directions
Conference on Privacy, Security and Trust (PST), 2024
Bruno Santos
Rogério Luís C. Costa
Leonel Santos
AI4CE
207
5
0
12 Oct 2024
UNICORN: A Unified Backdoor Trigger Inversion Framework
International Conference on Learning Representations (ICLR), 2023
Zhenting Wang
Kai Mei
Juan Zhai
Shiqing Ma
LLMSV
252
68
0
05 Apr 2023
Recover Triggered States: Protect Model Against Backdoor Attack in Reinforcement Learning
Hao Chen
Chen Gong
Yizhen Wang
Xinwen Hou
AAML
307
3
0
01 Apr 2023
Explainable Data Poison Attacks on Human Emotion Evaluation Systems based on EEG Signals
IEEE Access (IEEE Access), 2023
Zhibo Zhang
Sani Umar
Ahmed Y. Al Hammadi
Sangyoung Yoon
Ernesto Damiani
C. Ardagna
Nicola Bena
C. Yeun
AAML
283
18
0
17 Jan 2023
Adversarial Artifact Detection in EEG-Based Brain-Computer Interfaces
Journal of Neural Engineering (J. Neural Eng.), 2022
Xiaoqing Chen
Dongrui Wu
AAML
301
9
0
28 Nov 2022
Adversarial Stimuli: Attacking Brain-Computer Interfaces via Perturbed Sensory Events
IEEE International Conference on Systems, Man and Cybernetics (SMC), 2022
Bibek Upadhayay
Vahid Behzadan
AAML
194
1
0
18 Nov 2022
Decoding Neural Signals with Computational Models: A Systematic Review of Invasive BMI
Rezwan Firuzi
Hamed Ahmadyani
Mohammad Foad Abdi
Dana Naderi
Jahanfar Hassan
Ayub Bokani
AI4CE
315
1
0
07 Nov 2022
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A Comprehensive Survey
Xun Chen
Chang Li
Aiping Liu
Martin J. McKeown
Ruobing Qian
Z. J. Wang
423
90
0
08 Dec 2021
Accumulative Poisoning Attacks on Real-time Data
Neural Information Processing Systems (NeurIPS), 2021
Tianyu Pang
Xiao Yang
Yinpeng Dong
Hang Su
Jun Zhu
268
22
0
18 Jun 2021
Adversarial Attacks and Defenses in Physiological Computing: A Systematic Review
National Science Open (NSO), 2021
Dongrui Wu
Jiaxin Xu
Weili Fang
Yi Zhang
Liuqing Yang
Xiaodong Xu
Hanbin Luo
Xiang Yu
AAML
462
30
0
04 Feb 2021
A Survey on Negative Transfer
IEEE/CAA Journal of Automatica Sinica (JCAS), 2020
Wen Zhang
Lingfei Deng
Lei Zhang
Dongrui Wu
AAML
516
340
0
02 Sep 2020
Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline
Dongrui Wu
Xue Jiang
Ruimin Peng
Wanzeng Kong
Jian Huang
Zhigang Zeng
340
116
0
03 Jul 2020
1
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