Skip to main content

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