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Table 3 Performance comparison of the previous works

From: Anti-deception: reliable EEG-based biometrics with real-time capability from the neural response of face rapid serial visual presentation

Authors Stimulus type Cost of one-time authentication (s) Imposter scenarios Stability test Accuracy (%) FAR (%) FRR (%)
Armstrong et al. [30] Text reading NA None Yes 89 NA NA
Yeom et al. [17] Self-or non-self-face images 31.5–41 None None 86.1 13.9 13.9
Marcel et al. [31] Motor imagery 15 None None 80.7 14.4 24.3
Miyamoto et al. [32] Resting state 60 None None 79.0 21.0 21.0
Zhendong Mu et al. [33] Self- and non-self-photos 6.5 None None 87.3 5.5 5.6
Proposed method Face RSVP 6 2 scenarios Yes 91.46 9.23 7.85