Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Membership Inference Attack Defense on CIFAR100
Loading...
0.66
Loss-Series AUC
No defense
0.452
0.506
0.56
0.614
Jan 11, 2026
Loss-Series AUC
Loss-Series TF01
FedMIA-II AUC
FedMIA-II TF01
FTA-C AUC
FTA-C TF01
SeqMIA AUC
SeqMIA TF01
Updated 4d ago
Evaluation Results
Method
Method
Links
Loss-Series AUC
Loss-Series TF01
FedMIA-II AUC
FedMIA-II TF01
FTA-C AUC
FTA-C TF01
SeqMIA AUC
SeqMIA TF01
No defense
Case=No defense
2026.01
0.66
0.133
0.68
0.0148
0.6
0.0326
0.7
0
CoFedMID
Case=Half
2026.01
0.5
0.0308
0.55
0.0536
0.45
0.018
0.66
0
CoFedMID
Case=Pair
2026.01
0.46
0.0278
0.56
0.0547
0.49
0.0114
0.52
0
Feedback
Search any
task
Search any
task