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Benchmarks
Secure Aggregation on CIFAR-10 L (ResNet-18, 273k parameters)
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0.85
Computation Time (s)
PRoVeFL
-88.276
513.3245
1,114.925
1,716.5255
Jul 7, 2026
Computation Time (s)
Communication Cost (GB)
Updated 17d ago
Evaluation Results
Method
Method
Links
Computation Time (s)
Communication Cost (GB)
PRoVeFL
Model Parameters=273k
2026.07
0.85
0.006
ELSA
Model Parameters=273k
2026.07
7.3
7.3
RoFL
Model Parameters=273k
2026.07
2,229
3.8
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