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IoT-23 dataset and benchmarks · SOTA2 Research

Research Datasets

IoT-23

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Unknown attack detection

IoT-23

100C&C-FD

20

IoT Anomaly Detection

IoT-23

95.44Accuracy

7

IoT-23 (test)

98.286Accuracy

6

Anomaly Detection

IoT-23 (test)

99.8ROC AUC

6

Unknown Attack Detection

IoT-23 (test)

0.657W-F1

5

Attack Success Rate

IoT-23 Infected shard only

100ASR

4

Attack Success Rate

IoT-23 All shards

6.169ASR

4

Attack Success Rate

IoT-23 Retraining scope

6.122ASR

2

Determinism Verification

IoT-23

100Dataset Hash Match

1

Data Processing Performance

IoT-23

4,861Processing Time (sec)

1

Popular tasks

Attack Success Rate Unknown attack detection Anomaly Detection Classification IoT Anomaly Detection

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