Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Membership Inference Attack on Reddit (test)
Loading...
78.5
AUC (PPL)
AUG-PE
29.724
42.387
55.05
67.713
Apr 8, 2026
AUC (PPL)
AUC (REFER)
AUC (LIRA)
Updated 9d ago
Evaluation Results
Method
Method
Links
AUC (PPL)
AUC (REFER)
AUC (LIRA)
AUG-PE
Model=GPT-4o-mini
2026.04
78.5
21.9
68.5
AUG-PE
Model=Phi-4
2026.04
74.9
31.3
59.1
RPSG
Model=GPT-2
2026.04
54.3
59.1
44.3
RPSG
Model=Phi-4
2026.04
54.1
50.9
50
RPSG
Model=DistilGPT2
2026.04
54
58.4
45.2
RPSG
Model=GPT-3.5
2026.04
53.9
56.2
44.8
RPSG
Model=GPT-4o-mini
2026.04
52.1
59.3
43.7
RPSG
Model=DeepSeek-R1
2026.04
52.1
58.2
45.6
AUG-PE
Model=GPT-3.5
2026.04
48.4
60.3
43.2
DP-SGD
Model=DistilGPT2
2026.04
44.3
54.1
50.4
AUG-PE
Model=DeepSeek-R1
2026.04
36.1
70.1
40.5
DP-SGD
Model=GPT-2
2026.04
31.6
38.7
56.9
Feedback
Search any
task
Search any
task
