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Table 1 Performance of the EEG-based identity authentication system in section 1

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

Users ACC (%) FAR (%) FRR (%)
Scenario 1 Scenario 2 Scenario 1 Scenario 2 Scenario 1 Scenario 2
1 88.9 90.9 14.4 14.3 7.8 4.0
2 91.6 98.1 8.5 2.3 8.4 1.5
3 89.0 88.0 14.0 12.5 8.1 11.5
4 95.7 94.7 6.0 7.9 2.7 2.7
5 92.9 88.4 8.2 10.4 6.0 12.8
6 95.3 90.5 5.6 9.3 3.8 9.8
7 88.4 90.9 9.4 11.1 13.9 7.1
8 91.1 98.1 11.1 3.0 6.7 0.8
9 88.4 93.0 8.8 5.6 14.4 8.5
10 90.4 87.3 10.4 15.8 8.9 9.7
11 96.6 91.4 2.2 8.5 4.6 8.7
12 90.7 89.2 11.9 7.3 6.8 14.3
13 91.1 92.2 8.4 6.6 9.4 9.1
14 88.6 92.0 17.6 11.4 5.3 4.7
15 91.3 89.8 6.4 7.9 11.1 12.5
Single-mean (std) 91.31 (2.71) 91.61 (3.27) 9.53 (3.91) 8.93 (3.80) 7.86 (3.38) 7.85 (4.25)
Ensemble-mean (std) 91.46 (2.96) 9.23 (3.80) 7.85 (3.77)