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Federated Unlearning on CIFAR-10 (Forget)
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87.66
Accuracy
Retrain
82.8656
84.1103
85.355
86.5997
Mar 7, 2025
Accuracy
Accuracy Delta
Privacy (MIA)
Privacy (MIA) Delta
Avg. Gap
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Accuracy Delta
Privacy (MIA)
Privacy (MIA) Delta
Avg. Gap
Retrain
Model=ResNet-18, Commu...
2025.03
87.66
0
49.37
0
0
FCU
Model=ResNet-18, Commu...
2025.03
87.51
0.15
50.8
1.43
0.84
FT
Model=CNN, Communicati...
2025.03
85.56
2.51
50.9
0.67
1.01
NoT
Model=CNN, Communicati...
2025.03
83.86
0.81
50.23
0
0.29
Retrain
Model=CNN, Communicati...
2025.03
83.05
0
50.23
0
0
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