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Papers Benchmarks Datasets Tasks

Backdoor Attack Detection research benchmarks · SOTA2 Research

Backdoor Attack Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AbnorDetector-Full

0Variance

19

Apr 7, 2026

AbnorDetector-Lite

0Variance

19

Apr 7, 2026

90.4AUROC

11

Jun 12, 2026

87.9AUROC

11

Jun 12, 2026

Data-level Poisoning Detection

71.8TPR at FPR=0.05

6

May 27, 2026

87.1TPR

6

Feb 26, 2026

95.94F1 Score

5

May 12, 2026

AgentPoison LLM Agent

60Precision

5

Apr 14, 2026

Popular datasets

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