Table 3 Experiment-derived numerical values for the NSLKDD database.

From: A cooperative intrusion detection system for internet of things using fuzzy logic and ensemble of convolutional neural networks

Methods

Precision

Recall

F-measure

Accuracy

Proposed (Coop.)

99.7268

99.7231

99.7249

99.7261

Proposed (Indv.)

97.9412

97.9451

97.9432

97.9517

Proposed (No Fs)

97.2782

97.3028

97.2900

97.3007

Saba et al.19

98.0020

98.0209

98.0112

98.0192

Hcrnnids20

97.8986

97.9084

97.9034

97.9120

Lou21

98.9125

98.9110

98.9117

98.9163

Otoum et al.22

99.3800

98.2900

98.8300

99.0200

Hanafi et al.29

97.9600

98.2900

98.0500

98.2100

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