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Gradient Inversion Resistance on Safety dataset 7-class (train/test)
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31.7
PSNR (dB)
FedAvg
14.436
18.918
23.4
27.882
Apr 17, 2026
PSNR (dB)
Label Recovery (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
PSNR (dB)
Label Recovery (%)
FedAvg
Condition=undefended,...
2026.04
31.7
98.7
SecAgg
Configuration=cryptogr...
2026.04
31.7
0
DP-SGD
epsilon=1.0, delta=10^...
2026.04
18.9
31.4
signSGD
Configuration=zero-thr...
2026.04
16.8
42.1
SafeLM
Comm. (MB)=14
2026.04
15.1
14.3
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