On the Vulnerability of CNN Classifiers in EEG-Based BCIs

31 March 2019

Papers citing "On the Vulnerability of CNN Classifiers in EEG-Based BCIs"

23 / 23 papers shown

Title
Privacy-Preserving Brain-Computer Interfaces: A Systematic Review K. Xia W. Duch Y. Sun K. Xu W. Fang ... Y. Zhang D. Sang X. Xu F-Y Wang D. Wu 101 34 0 16 Dec 2024
Active Poisoning: Efficient Backdoor Attacks on Transfer Learning-Based Brain-Computer Interfaces X. Jiang L. Meng S. Li D. Wu AAML 83 7 0 13 Dec 2024
User-wise Perturbations for User Identity Protection in EEG-Based BCIs Xiaoqing Chen Siyang Li Yunlu Tu Ziwei Wang Dongrui Wu 27 2 0 04 Nov 2024
Alignment-Based Adversarial Training (ABAT) for Improving the Robustness and Accuracy of EEG-Based BCIs Xiaoqing Chen Ziwei Wang Dongrui Wu AAML 44 9 0 04 Nov 2024
Robust EEG-based Emotion Recognition Using an Inception and Two-sided Perturbation Model Shadi Sartipi Müjdat Çetin 19 0 0 21 Apr 2024
Time-Frequency Jointed Imperceptible Adversarial Attack to Brainprint Recognition with Deep Learning Models Hangjie Yi Yuhang Ming Dongjun Liu Wanzeng Kong AAML 24 2 0 15 Mar 2024
Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification Zhibo Zhang Pengfei Li Ahmed Y. Al Hammadi Fusen Guo Ernesto Damiani C. Yeun 34 8 0 22 Oct 2023
Interpretable and Robust AI in EEG Systems: A Survey Xin-qiu Zhou Chenyu Liu Liming Zhai Ziyu Jia Cuntai Guan Yang Liu AAML 19 21 0 21 Apr 2023
Adversarial Artifact Detection in EEG-Based Brain-Computer Interfaces Xiaoqing Chen Dongrui Wu AAML 19 2 0 28 Nov 2022
Adversarial Stimuli: Attacking Brain-Computer Interfaces via Perturbed Sensory Events Bibek Upadhayay Vahid Behzadan AAML 11 0 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 11 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 11 70 0 08 Dec 2021
Adversarial Attacks and Defenses in Physiological Computing: A Systematic Review Dongrui Wu Jiaxin Xu Weili Fang Yi Zhang Liuqing Yang Xiaodong Xu Hanbin Luo Xiang Yu AAML 19 25 0 04 Feb 2021
EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks Lubin Meng Jian Huang Zhigang Zeng Xue Jiang Shan Yu T. Jung Chin-Teng Lin Ricardo Chavarriaga Dongrui Wu AAML 16 35 0 30 Oct 2020
Transfer Learning for EEG-Based Brain-Computer Interfaces: A Review of Progress Made Since 2016 Dongrui Wu Yifan Xu Baoliang Lu OOD 11 258 0 13 Apr 2020
Tiny noise, big mistakes: Adversarial perturbations induce errors in Brain-Computer Interface spellers Xiao Zhang Dongrui Wu L. Ding Hanbin Luo Chin-Teng Lin T. Jung Ricardo Chavarriaga AAML 12 59 0 30 Jan 2020
EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications Xiaotong Gu Zehong Cao A. Jolfaei Peng Xu Dongrui Wu T. Jung Chin-Teng Lin 29 230 0 28 Jan 2020
Universal Adversarial Perturbations for CNN Classifiers in EEG-Based BCIs Zihan Liu Lubin Meng Xiao Zhang Weili Fang Dongrui Wu AAML 11 38 0 03 Dec 2019
Active Learning for Black-Box Adversarial Attacks in EEG-Based Brain-Computer Interfaces Xue Jiang Xiao Zhang Dongrui Wu AAML 13 16 0 07 Nov 2019
White-Box Target Attack for EEG-Based BCI Regression Problems Lubin Meng Chin-Teng Lin T. Jung Dongrui Wu AAML 23 42 0 07 Nov 2019
Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces Wen Zhang Dongrui Wu 16 123 0 14 Oct 2019
Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals Xiang Zhang Xiaocong Chen Manqing Dong Huan Liu Chang Ge Lina Yao GAN 29 12 0 31 Jul 2019
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,835 0 08 Jul 2016