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Personalized Federated Learning Vulnerability Assessment on CIFAR-10
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3.84
Average Attack Deviation
GPFL
1.2852
18.5301
35.775
53.0199
Jun 22, 2026
Average Attack Deviation
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Attack Deviation
GPFL
Sharing=Partial model...
2026.06
3.84
FedRep
Sharing=Partial model...
2026.06
3.9
FedBABU
Sharing=Partial model...
2026.06
4.51
FedCAC
Sharing=Partial model...
2026.06
38.48
FedAS
Sharing=Partial model...
2026.06
50.49
SCAFFOLD
Sharing=Full model sha...
2026.06
54.76
FedProx
Sharing=Full model sha...
2026.06
63.44
FedBN
Sharing=Partial model...
2026.06
67.71
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