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Edge-IIoTset

Benchmarks

Task NameDataset NameSOTA ResultTrend
Intrusion DetectionEdge-IIoTset
Accuracy97.2
84
Intrusion DetectionEdge-IIoTset
Accuracy99
48
Untargeted Attack DetectionEdge-IIoTset non-IID
Accuracy95
48
Intrusion DetectionEdge-IIoTset (test)
Accuracy94.2
42
Targeted Attack DetectionEdge-IIoTset non-IID 40% Adversaries
Detection Performance92
16
Targeted Attack DetectionEdge-IIoTset non-IID, 20% Adversaries
Detection Performance94
16
Targeted Attack DetectionEdge-IIoTset non-IID 10% Adversaries
Detection Rate95
16
Network Anomaly DetectionEdge-IIoTset
Accuracy (Acc)93.71
6
Anomaly DetectionEdge-IIoTset
Inference Latency (µs/sample)245.69
6
Anomaly DetectionEdge-IIoTset
Accuracy93.71
5
Cyber-attack classificationEdge-IIoTset (test)
Accuracy81.85
4
Multi-agent edge orchestrationEdge-IIoTset
Latency (ms)178
2
Federated Learning DefenseEdge-IIoTset
Metric-
0
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