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Membership Inference Attack on Image AutoRegressive (IAR) Models

94.57TPR@FPR=1%

MIA for IARs

-2.09822.998548.09573.1915Feb 4, 2025Apr 24, 2025Jul 12, 2025Sep 30, 2025Dec 18, 2025Mar 7, 2026May 26, 2026
Updated 7d ago

Evaluation Results

MethodLinks
2025.02
94.57---
2025.02
49.8---
2025.02
26.14---
2025.02
25.39---
2025.02
16.68---
2025.02
14.62---
2025.02
9.26---
2025.02
8.66---
2025.02
6.27---
2026.05
6.20.586815.222.8
2025.02
4.3---
2025.02
3.72---
2025.02
3.4---
2025.02
3.25---
3.20.55557.814
2025.02
3.05---
2025.02
2.61---
2025.02
2.36---
2025.02
2.21---
2025.02
2.18---
2025.02
2.09---
2025.02
1.89---
2025.02
1.69---
2025.02
1.62---