A universal adversarial filter applied to EEG can degrade BCI classifiers to chance accuracy, and the same filter can be used as a backdoor trigger.
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Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer Interfaces
A universal adversarial filter applied to EEG can degrade BCI classifiers to chance accuracy, and the same filter can be used as a backdoor trigger.