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Personalized Federated Learning Vulnerability Assessment on GTSRB
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2.34
Average Attack Deviation (AD)
GPFL
-0.916
21.062
43.04
65.018
Jun 22, 2026
Average Attack Deviation (AD)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Attack Deviation (AD)
GPFL
Sharing=Partial model...
2026.06
2.34
FedBABU
Sharing=Partial model...
2026.06
2.4
FedRep
Sharing=Partial model...
2026.06
4.81
FedAS
Sharing=Partial model...
2026.06
63.75
FedCAC
Sharing=Partial model...
2026.06
74.89
SCAFFOLD
Sharing=Full model sha...
2026.06
78.01
FedProx
Sharing=Full model sha...
2026.06
81.87
FedBN
Sharing=Partial model...
2026.06
83.74
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