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Papers Benchmarks Datasets Tasks

IoT Attack Detection research benchmarks · SOTA2 Research

IoT Attack Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

IoTGeM Cross-Dataset (test)

100F1 Score

80

Feb 26, 2026

IoTGeM Session (test)

1F1 Score

80

Feb 26, 2026

100F1 Score

80

Feb 26, 2026

Proposed Extra Trees Classifier

99.99Accuracy

9

Mar 24, 2026

Extra Trees Classifier

100Recall

9

Mar 24, 2026

Ensemble-based Extra Trees classifier

99.99Recall

7

Mar 24, 2026

Ensemble-based Extra Trees classifier

99.99Accuracy

4

Mar 24, 2026

Ensemble-based Extra Trees classifier

100Recall

2

Mar 24, 2026

Popular datasets

IoTGeM ToN-IoT BoT-IoT N-BaIoT IoTID

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