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Membership Inference Attack on ELD record-level (test)

6.66TPR @ 0.1% FPR

DTS

-0.26641.53183.335.1282Sep 4, 2025
Updated 1mo ago

Evaluation Results

MethodLinks
2025.09
6.662.94
2025.09
6.342.77
2025.09
4.782.57
2025.09
4.492.4
2025.09
4.152.29
2025.09
3.51.68
2025.09
3.461.43
2025.09
3.291.47
2025.09
3.10.93
2025.09
2.320.85
2025.09
2.260.84
2025.09
2.180.78
2025.09
2.160.88
2025.09
2.020.76
2025.09
1.990.65
2025.09
1.940.59
2025.09
1.50.46
2025.09
1.340.45
2025.09
1.290.03
2025.09
1.280.26
2025.09
1.190.26
2025.09
1.170.31
2025.09
1.160.15
2025.09
1.120.31
2025.09
1.060.28
2025.09
10.13
2025.09
0.970.04
2025.09
0.890.31
2025.09
0.790.03
2025.09
0.780.3
2025.09
0.770.36
2025.09
0.760.26
2025.09
0.680.21
2025.09
0.680.42
2025.09
0.670.09
2025.09
0.610.03
2025.09
0.610
2025.09
0.590.13
2025.09
0.570.15
2025.09
0.520.26
2025.09
0.50
2025.09
0.460.08
2025.09
0.410.1
2025.09
0.40.1
2025.09
0.370.06
2025.09
0.350.09
2025.09
0.340.03
2025.09
0.340.07
2025.09
0.320.08
2025.09
0.30.08
2025.09
0.260.07
2025.09
0.240.04
2025.09
0.240.07
2025.09
0.220.05
2025.09
0.210.02
2025.09
0.180.05
2025.09
0.170.02
2025.09
0.160.02
2025.09
0.090.01
2025.09
0.070.01
2025.09
0.060
2025.09
0.060.01
2025.09
0.030
2025.09
0.020
2025.09
0.020
2025.09
0.020
2025.09
0.010
2025.09
0.010
2025.09
00
2025.09
00
2025.09
00
2025.09
00
2025.09
00
2025.09
00
2025.09
00
2025.09
00
2025.09
00
2025.09
00