Table 10 Ablation study results comparing CDM-BEOSAEM method with existing techniques on the Edge-IIoT dataset.

From: Enhancing cyberthreat defense mechanisms using ensemble of representation learning with binary Ebola optimization search in internet of things environment

Edge-IIoT dataset

Technique

\(\:Acc{u}_{y}\)

\(\:Pre{c}_{n}\)

\(\:Rec{a}_{l}\)

\(\:{F}_{score}\)

BEOSA

96.62

93.4

93.18

93.81

BiGRU Model

97.32

94.03

93.93

94.51

AE Model

97.94

94.77

94.68

95.02

GCN Model

98.73

95.57

95.44

95.57

CDM-BEOSAEM

99.29

96.10

96.10

96.10

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