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Backdoor Attack Defense research benchmarks · SOTA2 Research

Backdoor Attack Defense

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Backdoor Attacks (test)

14.7ASR

45

May 20, 2026

SST-2 BITE Full attack (test)

66.2ASR

7

Feb 26, 2026

SST-2 Syntactic attack (test)

33.9ASR

7

Feb 26, 2026

SST-2 Style attack (test)

26.7ASR

7

Feb 26, 2026

23.43ASR

5

Jul 1, 2026

ImageNet HTBA (val)

0.78Success Rate

2

Feb 26, 2026

Popular datasets

SST ImageNet CIFAR SST-2 Backdoor Attacks

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