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Benchmarks
Gradient Inversion Attack on CIFAR-10 (test)
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0.9
MSE
ND-CG
0.8304
1.3002
1.77
2.2398
Jun 3, 2026
MSE
PSNR
SSIM
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
PSNR
SSIM
ND-CG
Topology=Ring, N=10
2026.06
0.9
12.13
8.92
ND-MM
Topology=Ring, N=30
2026.06
1.85
11.25
7.87
DPDL-CG
Topology=Bipartite, N=20
2026.06
2.34
8.58
1.98
DPDL-MM
Topology=Fully connect...
2026.06
2.64
8.03
2.41
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