Alignment-Based Adversarial Training (ABAT) for Improving the Robustness and Accuracy of EEG-Based BCIs

• Auteurs principaux: Xiaoqing Chen (Auteur), Ziwei Wang (Auteur), Dongrui Wu (Auteur)
• Format: Livre
• Publié: IEEE, 2024-01-01T00:00:00Z.
• Sujets: article
• Accès en ligne: Connect to this object online.

Machine learning has achieved great success in electroencephalogram (EEG) based brain-computer interfaces (BCIs). Most existing BCI studies focused on improving the decoding accuracy, with only a few considering the adversarial security. Although many adversarial defense approaches have been propose...