Backdoor Attack Success Rate on MNIST benchmark leaderboard · SOTA2 Research

Backdoor Attack Success Rate on MNIST

99.8Backdoor Attack Success RateCONTRA

Evaluation Results

Method	Links
CONTRA2024.07		99.8
Trim2024.07		78.3
MESAS2024.07		70
Krum2024.07		66.6
Krum2024.07		64.5
Krum2024.07		52
FedAvg2024.07		49.4
Trim2024.07		45.2
AGSD2024.07		45.2
Median2024.07		42
MESAS2024.07		37.9
CONTRA2024.07		36.3
CONTRA2024.07		34.3
FreqFed2024.07		31.7
CONTRA2024.07		30
MESAS2024.07		28.3
FreqFed2024.07		25.7
FedAvg2024.07		25.5
FreqFed2024.07		24
FLTrust2024.07		23.2
FLTrust2024.07		23
Krum2024.07		21
FedAvg2024.07		20.6
FLTrust2024.07		20.5
FLTrust2024.07		20.2
FLTrust2024.07		20.1
AGSD2024.07		19.1
Trim2024.07		18.9
AGSD2024.07		17.2
CONTRA2024.07		17
MESAS2024.07		15.8
Krum2024.07		13.5
Trim2024.07		12.5
FedAvg2024.07		12.2
FreqFed2024.07		12
FedAvg2024.07		11.7
AGSD2024.07		11.5
CONTRA2024.07		10.7
Trim2024.07		10.3
FreqFed2024.07		10
Median2024.07		10
MESAS2024.07		5.7
Median2024.07		4.8
FreqFed2024.07		4.8
Median2024.07		4.7
AGSD2024.07		3.1
Median2024.07		2.3
FLTrust2024.07		2.1
FedAvg2024.07		2
Trim2024.07		1.8
MESAS2024.07		0.9
AGSD2024.07		0.8
BoBa2024.07		0.5
Median2024.07		0.2
BoBa2024.07		0.2
BoBa2024.07		0
Krum2024.07		0
BoBa2024.07		0
BoBa2024.07		0
BoBa2024.07		0