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CIC-IDS dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

CIC-IDS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Tabular Data Synthesis

CIC-IDS 2017 (test)

99.74Detectability

3

Network Intrusion Detection

CIC-IDS 2017 (LOAO)

0.85AUROC

3

Network Intrusion Detection

CIC-IDS 2017 (test)

0.999AUROC

3

Network Intrusion Detection

CIC-IDS 2017

75.56F1-macro

2

Intrusion Detection

CIC-IDS 2017 (10-fold CV)

92.15Accuracy

1

Intrusion Detection

CIC-IDS 2017

0.008P-Value

1

Federated Learning Defense

CIC-IDS 2018

—Primary metric

0

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