Backdoor Attack Success Rate on CIFAR-10 benchmark leaderboard · SOTA2 Research

Backdoor Attack Success Rate on CIFAR-10

100Backdoor Attack Success RateKrum

Evaluation Results

Method	Links
Krum2024.07		100
Krum2024.07		99.4
FedAvg2024.07		98.1
FedAvg2024.07		96
Median2024.07		95.1
Krum2024.07		88
Krum2024.07		86.7
Trim2024.07		80.2
Trim2024.07		73.4
FedAvg2024.07		69.2
Trim2024.07		65.5
FedAvg2024.07		62.7
Median2024.07		59.7
FLTrust2024.07		59.3
FLTrust2024.07		57.4
CONTRA2024.07		56
Median2024.07		53.1
Krum2024.07		40.6
CONTRA2024.07		37.9
MESAS2024.07		36.4
CONTRA2024.07		35.4
Trim2024.07		35.2
FLTrust2024.07		30.9
Median2024.07		28.8
FLTrust2024.07		26.7
Trim2024.07		26
CONTRA2024.07		24.9
Trim2024.07		23.5
FLTrust2024.07		21.6
Median2024.07		20
FLTrust2024.07		18.2
FedAvg2024.07		17.8
CONTRA2024.07		15.8
CONTRA2024.07		14.5
Krum2024.07		13.7
Median2024.07		13
FreqFed2024.07		13
MESAS2024.07		12.9
AGSD2024.07		11.2
FedAvg2024.07		10.4
AGSD2024.07		10
FreqFed2024.07		9.4
FreqFed2024.07		8.3
MESAS2024.07		7.4
MESAS2024.07		7.1
FreqFed2024.07		6.3
MESAS2024.07		6.2
AGSD2024.07		5.4
AGSD2024.07		2.3
FreqFed2024.07		1.9
FreqFed2024.07		1.8
AGSD2024.07		1.6
AGSD2024.07		1.5
BoBa2024.07		0.9
MESAS2024.07		0.82
BoBa2024.07		0.4
BoBa2024.07		0.3
BoBa2024.07		0.2
BoBa2024.07		0.1
BoBa2024.07		0