Table 12 Ablation study-based comparative analysis of the XAICR-HDLOA technique under the BoT-IoT dataset.

From: Explainable artificial intelligence-based cyber resilience in internet of things networks using hybrid deep learning with improved chimp optimization algorithm

BoT-IoT dataset

Technique

\(\:\varvec{A}\varvec{c}\varvec{c}{\varvec{u}}_{\varvec{y}}\)

\(\:\varvec{P}\varvec{r}\varvec{e}{\varvec{c}}_{\varvec{n}}\)

\(\:\varvec{R}\varvec{e}\varvec{c}{\varvec{a}}_{\varvec{l}}\)

\(\:\varvec{F}{1}_{\varvec{S}\varvec{c}\varvec{o}\varvec{r}\varvec{e}}\)

BES

96.41

93.66

90.02

91.44

IChoA

97.15

94.35

90.63

92.21

CNN-BiGRU

97.73

94.98

91.23

92.91

XAICR-HDLOA

98.25

95.52

91.92

93.42

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