Backdoor Attack Success Rate on Sentiment-140 benchmark leaderboard · SOTA2 Research

Backdoor Attack Success Rate on Sentiment-140

97.9Backdoor Attack Success RateFedAvg

Evaluation Results

Method	Links
FedAvg2024.07		97.9
FedAvg2024.07		96.5
Krum2024.07		84.6
Median2024.07		76.3
Trim2024.07		75.1
Krum2024.07		71
Trim2024.07		65.5
Krum2024.07		65.3
FedAvg2024.07		59.5
FedAvg2024.07		53.3
Median2024.07		52.1
Krum2024.07		34.7
Median2024.07		33.5
Median2024.07		30.5
Trim2024.07		30
Krum2024.07		28.3
CONTRA2024.07		27.2
CONTRA2024.07		27.1
FLTrust2024.07		26.5
Krum2024.07		26
FLTrust2024.07		25.9
FedAvg2024.07		21
Trim2024.07		20.9
MESAS2024.07		19.7
FLTrust2024.07		18.5
Median2024.07		18
FreqFed2024.07		15.3
FLTrust2024.07		14.3
Trim2024.07		13.6
FedAvg2024.07		12.7
MESAS2024.07		12.1
CONTRA2024.07		10.9
MESAS2024.07		10.7
MESAS2024.07		10.6
Median2024.07		10.3
FreqFed2024.07		10
CONTRA2024.07		9.8
FreqFed2024.07		9
CONTRA2024.07		8.7
FreqFed2024.07		8.7
AGSD2024.07		8
CONTRA2024.07		7.9
Trim2024.07		7.7
MESAS2024.07		7.3
FreqFed2024.07		7.2
AGSD2024.07		6.6
FLTrust2024.07		6.2
AGSD2024.07		5.7
AGSD2024.07		5.1
AGSD2024.07		4.5
FLTrust2024.07		4.2
MESAS2024.07		3.4
FreqFed2024.07		2
AGSD2024.07		1.2
BoBa2024.07		0.7
BoBa2024.07		0.3
BoBa2024.07		0.3
BoBa2024.07		0.2
BoBa2024.07		0.1
BoBa2024.07		0.1