Our new X account is live! Follow @wizwand_team for updates
WorkDL logo mark

Membership Inference on GitHub Pythia (train)

95.6TPR@1%FPR

AttenMIA (Perturbed)

6.1629.3852.675.82Jan 26, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2026.01
95.6
2026.01
95.4
2026.01
91.3
2026.01
73.8
2026.01
60.7
2026.01
60.1
2026.01
52.7
2026.01
49.6
2026.01
48.8
2026.01
48.8
2026.01
44.4
2026.01
43.2
2026.01
36.8
2026.01
35.6
2026.01
35.6
2026.01
33.6
2026.01
32
2026.01
32
2026.01
31.6
2026.01
31.2
2026.01
31.2
2026.01
28.8
2026.01
28.4
2026.01
27.6
2026.01
27.2
2026.01
26
2026.01
25.2
2026.01
25.2
2026.01
23.6
2026.01
22.8
2026.01
21.6
2026.01
17.2
2026.01
15.2
2026.01
13.6
2026.01
12.8
2026.01
9.6