Backdoor attacks on transfer learning for EEG-based BCIs are demonstrated, and active poisoning strategies that select source samples improve attack success rate over random poisoning.
Motor imagery and direct brain-computer communication
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Active Poisoning: Efficient Backdoor Attacks on Transfer Learning-Based Brain-Computer Interfaces
Backdoor attacks on transfer learning for EEG-based BCIs are demonstrated, and active poisoning strategies that select source samples improve attack success rate over random poisoning.