Table 4 CNN Performance on NSL-KDD and CICIDS2017 (mean ± Std over 5 Runs).

From: An efficient data driven framework for intrusion detection in wireless sensor networks using deep learning

Metric

NSL-KDD (%)

CICIDS2017 (%)

Accuracy

85.2 ± 1.3

95.7 ± 0.8

Precision

83.0 ± 1.5

94.2 ± 1.0

Recall

76.5 ± 2.1

95.0 ± 1.2

F1-Score

79.4 ± 1.9

94.6 ± 1.1

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