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ToN-IoT dataset and benchmarks · SOTA2 Research

Research Datasets

ToN-IoT

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

IoT attack detection

ToN-IoT

99.99Recall

7

Anomaly Detection

ToN-IoT (test)

98.5ROC-AUC

6

Malicious Traffic Detection

ToN-IoT with drift

90.11ACC

5

Malicious Traffic Detection

ToN-IoT (without drift)

94.37Accuracy

5

Multiclass classification

ToN-IoT

84.52Recall

4

Binary Classification

ToN-IoT

98.57Accuracy

4

Multi-class Classification

ToN-IoT (test)

96.98F1-score

4

Binary Classification

ToN-IoT (test)

98.34F1-score

4

Intrusion Detection

TON-IoT (test)

90.48Accuracy

2

Popular tasks

Binary Classification Malicious Traffic Detection Anomaly Detection Multi-class classification Intrusion Detection

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