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ResearchFormerly WizWand

Communication overhead measurement on Private vector-wise filtering setup phase

0.01Communication Overhead (GB)ABBR-Multi-Krum
-498.90962,868.79776,236.5059,604.2123Dec 19, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ABBR-Multi-KrumModel=CNN, Number of parameters=266k, Number of clients=4, Framework=ABBR2025.120.01
ABBR-FoolsGoldModel=CNN, Number of parameters=266k, Number of clients=4, Framework=ABBR2025.120.03
ABBR-FLAMEModel=CNN, Number of parameters=266k, Number of clients=4, Framework=ABBR2025.120.03
ABBR-FABAModel=CNN, Number of parameters=266k, Number of clients=4, Framework=ABBR2025.120.05
ABBR-Multi-KrumModel=CNN, Number of parameters=266k, Number of clients=8, Framework=ABBR2025.120.11
ABBR-FLAMEModel=CNN, Number of parameters=266k, Number of clients=8, Framework=ABBR2025.120.15
ABBR-FoolsGoldModel=CNN, Number of parameters=266k, Number of clients=8, Framework=ABBR2025.120.16
ABBR-FABAModel=CNN, Number of parameters=266k, Number of clients=8, Framework=ABBR2025.120.27
ABBR-Multi-KrumModel=CNN, Number of parameters=266k, Number of clients=16, Framework=ABBR2025.120.65
ABBR-FLAMEModel=CNN, Number of parameters=266k, Number of clients=16, Framework=ABBR2025.120.74
ABBR-FoolsGoldModel=CNN, Number of parameters=266k, Number of clients=16, Framework=ABBR2025.120.78
ABBR-FABAModel=CNN, Number of parameters=266k, Number of clients=16, Framework=ABBR2025.121.41
ABBR-Multi-KrumModel=CNN, Number of parameters=266k, Number of clients=32, Framework=ABBR2025.123.46
ABBR-FLAMEModel=CNN, Number of parameters=266k, Number of clients=32, Framework=ABBR2025.123.54
ABBR-FoolsGoldModel=CNN, Number of parameters=266k, Number of clients=32, Framework=ABBR2025.123.88
Multi-KrumModel=CNN, Number of parameters=266k, Number of clients=4, Framework=Baseline2025.124.56
ABBR-FABAModel=CNN, Number of parameters=266k, Number of clients=32, Framework=ABBR2025.126.93
FoolsGoldModel=CNN, Number of parameters=266k, Number of clients=4, Framework=Baseline2025.127.61
FLAMEModel=CNN, Number of parameters=266k, Number of clients=4, Framework=Baseline2025.127.61
FABAModel=CNN, Number of parameters=266k, Number of clients=4, Framework=Baseline2025.1212
ABBR-Multi-KrumModel=CNN, Number of parameters=266k, Number of clients=64, Framework=ABBR2025.1217
ABBR-FLAMEModel=CNN, Number of parameters=266k, Number of clients=64, Framework=ABBR2025.1217
ABBR-Multi-KrumModel=ResNet-18, Number of parameters=11M, Number of clients=64, Framework=ABBR2025.1217
ABBR-FoolsGoldModel=CNN, Number of parameters=266k, Number of clients=64, Framework=ABBR2025.1219
Multi-KrumModel=CNN, Number of parameters=266k, Number of clients=8, Framework=Baseline2025.1221
FoolsGoldModel=CNN, Number of parameters=266k, Number of clients=8, Framework=Baseline2025.1227
FLAMEModel=CNN, Number of parameters=266k, Number of clients=8, Framework=Baseline2025.1227
ABBR-FABAModel=CNN, Number of parameters=266k, Number of clients=64, Framework=ABBR2025.1233
FABAModel=CNN, Number of parameters=266k, Number of clients=8, Framework=Baseline2025.1249
ABBR-FLAMEModel=CNN, Number of parameters=266k, Number of clients=128, Framework=ABBR2025.1277
ABBR-Multi-KrumModel=CNN, Number of parameters=266k, Number of clients=128, Framework=ABBR2025.1285
ABBR-Multi-KrumModel=ResNet-18 Light, Number of parameters=2.8M, Number of clients=128, Framework=ABBR2025.1285
ABBR-Multi-KrumModel=ResNet-18, Number of parameters=11M, Number of clients=128, Framework=ABBR2025.1285
Multi-KrumModel=CNN, Number of parameters=266k, Number of clients=16, Framework=Baseline2025.1291
ABBR-FoolsGoldModel=CNN, Number of parameters=266k, Number of clients=128, Framework=ABBR2025.1299
FoolsGoldModel=CNN, Number of parameters=266k, Number of clients=16, Framework=Baseline2025.12104
FLAMEModel=CNN, Number of parameters=266k, Number of clients=16, Framework=Baseline2025.12104
ABBR-FABAModel=CNN, Number of parameters=266k, Number of clients=128, Framework=ABBR2025.12154
FABAModel=CNN, Number of parameters=266k, Number of clients=16, Framework=Baseline2025.12195
Multi-KrumModel=CNN, Number of parameters=266k, Number of clients=32, Framework=Baseline2025.12378
FoolsGoldModel=CNN, Number of parameters=266k, Number of clients=32, Framework=Baseline2025.12402
FLAMEModel=CNN, Number of parameters=266k, Number of clients=32, Framework=Baseline2025.12402
FABAModel=CNN, Number of parameters=266k, Number of clients=32, Framework=Baseline2025.12779
Multi-KrumModel=CNN, Number of parameters=266k, Number of clients=64, Framework=Baseline2025.121,535
FLAMEModel=CNN, Number of parameters=266k, Number of clients=64, Framework=Baseline2025.121,583
FoolsGoldModel=CNN, Number of parameters=266k, Number of clients=64, Framework=Baseline2025.121,586
FABAModel=CNN, Number of parameters=266k, Number of clients=64, Framework=Baseline2025.123,118
Multi-KrumModel=CNN, Number of parameters=266k, Number of clients=128, Framework=Baseline2025.126,194
FLAMEModel=CNN, Number of parameters=266k, Number of clients=128, Framework=Baseline2025.126,285
FoolsGoldModel=CNN, Number of parameters=266k, Number of clients=128, Framework=Baseline2025.126,307
FABAModel=CNN, Number of parameters=266k, Number of clients=128, Framework=Baseline2025.1212,473