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Unknown attack detection research benchmarks · SOTA2 Research

Unknown attack detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

100C&C-FD

20

Feb 26, 2026

0.02Backdoor Error

20

Feb 26, 2026

SMRI(W)→MPCI(G)

80F-score

6

Apr 15, 2026

DoS(W)→NMRI(G)

85F-score

6

Apr 15, 2026

SMRI(G)→MPCI(W)

84F-score

6

Apr 15, 2026

DoS(G)→NMRI(W)

86F1 Score

6

Apr 15, 2026

0.657W-F1

5

Feb 26, 2026

Popular datasets

IoT-23 SMRI→MPCI CICIoT DoS NMRI DoS(W)→NMRI(G)

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