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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)