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Membership Inference Attack on XSum (test)

0.945AUC

SPV-MIA

0.49780.61390.730.8461Dec 18, 2025Dec 24, 2025Dec 31, 2025Jan 7, 2026Jan 13, 2026Jan 20, 2026Jan 27, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2025.12
0.945---
2025.12
0.941---
2025.12
0.934---
2025.12
0.92---
2025.12
0.892---
2025.12
0.885---
2025.12
0.884---
2025.12
0.883---
2025.12
0.865---
2025.12
0.859---
2025.12
0.849---
2025.12
0.839---
2025.12
0.831---
2025.12
0.802---
2025.12
0.8---
2025.12
0.799---
2025.12
0.788---
2025.12
0.78---
2025.12
0.774---
2025.12
0.767---
2025.12
0.767---
2025.12
0.765---
2025.12
0.755---
2025.12
0.744---
2025.12
0.73---
2025.12
0.703---
2025.12
0.694---
2026.01
0.68227.75.50.8
2025.12
0.617---
2026.01
0.61621.23.60.5
2025.12
0.612---
2025.12
0.604---
2026.01
0.54815.220.3
2026.01
0.54214.71.80.2
2026.01
0.5414.51.80.3
2026.01
0.53814.41.70.2
2026.01
0.53614.11.90.2
2026.01
0.535141.70.2
2026.01
0.53313.91.70.2
2026.01
0.53213.81.70.2
2026.01
0.53113.71.60.2
2026.01
0.52212.91.50.1
2026.01
0.51512.21.30.1