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Text Membership Inference Attack on LLaVA LLM Pre-training

0.688AUC

MaxRényi-K%

0.414480.485490.55650.62751Nov 5, 2024
Updated 1mo ago

Evaluation Results

MethodLinks
2024.11
0.688
2024.11
0.669
2024.11
0.668
2024.11
0.667
2024.11
0.663
2024.11
0.659
2024.11
0.657
2024.11
0.65
2024.11
0.65
2024.11
0.649
2024.11
0.634
2024.11
0.631
2024.11
0.629
2024.11
0.629
2024.11
0.627
2024.11
0.623
2024.11
0.621
2024.11
0.615
2024.11
0.607
2024.11
0.606
2024.11
0.606
2024.11
0.603
2024.11
0.603
2024.11
0.6
2024.11
0.594
2024.11
0.592
2024.11
0.588
2024.11
0.586
2024.11
0.584
2024.11
0.583
2024.11
0.583
2024.11
0.582
2024.11
0.581
2024.11
0.576
2024.11
0.574
2024.11
0.571
2024.11
0.571
2024.11
0.568
2024.11
0.567
2024.11
0.567
2024.11
0.566
2024.11
0.565
2024.11
0.562
2024.11
0.56
2024.11
0.56
2024.11
0.559
2024.11
0.557
2024.11
0.556
2024.11
0.555
2024.11
0.553
2024.11
0.553
2024.11
0.549
2024.11
0.548
2024.11
0.546
2024.11
0.546
2024.11
0.544
2024.11
0.544
2024.11
0.544
2024.11
0.542
2024.11
0.541
2024.11
0.541
2024.11
0.537
2024.11
0.536
2024.11
0.534
2024.11
0.531
2024.11
0.529
2024.11
0.527
2024.11
0.526
2024.11
0.525
2024.11
0.523
2024.11
0.518
2024.11
0.518
2024.11
0.515
2024.11
0.505
2024.11
0.505
2024.11
0.503
2024.11
0.503
2024.11
0.5
2024.11
0.498
2024.11
0.497
2024.11
0.493
2024.11
0.489
2024.11
0.487
2024.11
0.468
2024.11
0.455
2024.11
0.451
2024.11
0.448
2024.11
0.425