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Benchmarks
Image Classification on MNIST (test) (Accuracy and MIA Accuracy)
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85.1
Accuracy
ERIS
12.7576
31.5388
50.32
69.1012
Feb 9, 2026
Accuracy
MIA Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
MIA Accuracy
ERIS
Backbone=LeNet5
2026.02
85.1
58.17
Min. Leakage
Backbone=LeNet5
2026.02
84.95
56.08
FedAvg
Backbone=LeNet5
2026.02
84.8
60.17
PriPrune
Backbone=LeNet5, Pruni...
2026.02
74.8
58.5
FedAvg (ε, δ)-LDP
Backbone=LeNet5, Priva...
2026.02
55.69
57.39
SoteriaFL (ε, δ)
Backbone=LeNet5, Priva...
2026.02
51.75
57.64
PriPrune
Backbone=LeNet5, Pruni...
2026.02
24.94
53.95
Shatter
Backbone=LeNet5
2026.02
17.73
59.67
PriPrune
Backbone=LeNet5, Pruni...
2026.02
15.54
52.64
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