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ResearchFormerly WizWand

Communication Overhead Measurement on Private Vector-wise Filtering Online Phase

0.0006Communication Overhead (GB)ABBR
-6.71937638.64046284.0003129.360138Dec 19, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ABBRModel=CNN, #params=~ 266k, #clients=4, Filtering Rule=FABA2025.120.0006
ABBRModel=CNN, #params=~ 266k, #clients=4, Filtering Rule=Multi-Krum2025.120.003
ABBRModel=CNN, #params=~ 266k, #clients=4, Filtering Rule=FoolsGold2025.120.003
ABBRModel=CNN, #params=~ 266k, #clients=4, Filtering Rule=FLAME2025.120.003
Multi-KrumModel=CNN, #params=~ 266k, #clients=4, Framework=Baseline2025.120.04
FoolsGoldModel=CNN, #params=~ 266k, #clients=4, Framework=Baseline2025.120.08
FLAMEModel=CNN, #params=~ 266k, #clients=4, Framework=Baseline2025.120.08
FABAModel=CNN, #params=~ 266k, #clients=4, Framework=Baseline2025.120.13
ABBRModel=ResNet-18, #params=~ 11M, #clients=32, Filtering Rule=Multi-Krum2025.120.2
ABBRModel=ResNet-18 Light, #params=~ 2.8M, #clients=64, Filtering Rule=Multi-Krum2025.120.23
ABBRModel=CNN, #params=~ 266k, #clients=128, Filtering Rule=FLAME2025.120.9
ABBRModel=CNN, #params=~ 266k, #clients=128, Filtering Rule=Multi-Krum2025.120.98
ABBRModel=ResNet-18 Light, #params=~ 2.8M, #clients=128, Filtering Rule=Multi-Krum2025.121.02
ABBRModel=ResNet-18, #params=~ 11M, #clients=128, Filtering Rule=Multi-Krum2025.121.14
ABBRModel=CNN, #params=~ 266k, #clients=128, Filtering Rule=FoolsGold2025.121.25
ABBRModel=CNN, #params=~ 266k, #clients=128, Filtering Rule=FABA2025.121.66
ABBRModel=ResNet-18, #params=~ 11M, #clients=128, Filtering Rule=FABA2025.121.66
Multi-KrumModel=ResNet-18 Light, #params=~ 2.8M, #clients=64, Framework=Baseline2025.12168