Membership Inference Attack on LAION-5B
76.16AUCReproMIA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ReproMIAQuery=1+12026.03 | 76.16 | 31.52 | |
| SecMIQuery=10+22026.03 | 71.68 | 16.84 | |
| Naive AttackerQuery=12026.03 | 69.62 | 15.36 | |
| PIAQuery=1+12026.03 | 67.62 | 9.44 | |
| PIANQuery=1+12026.03 | 55.74 | 2.8 |