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BoT-IoT dataset and benchmarks · SOTA2 Research

Research Datasets

BoT-IoT

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Intrusion Detection

BoT-IoT (test)

96.5Accuracy

24

Intrusion Detection

BoT-IoT

100Accuracy

10

Bot-IoT

99.6Accuracy

9

IoT Attack Detection

BoT-IoT (test)

100Recall

9

Intrusion Detection

NF-BoT-IoT

96.43Accuracy

8

Anomaly Detection

Bot-IoT (leave-family-out)

96Precision

6

Malicious Traffic Detection

BoT-IoT with drift

99.47Accuracy

5

Malicious Traffic Detection

BoT-IoT without drift

99.77Accuracy

5

Multiclass classification

BoT-IoT

99.99Recall

4

Binary Classification

BoT-IoT

99.99Accuracy

4

Popular tasks

Intrusion Detection Malicious Traffic Detection Anomaly Detection Binary Classification DDoS Detection

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