Table 7 Comparison of computational efficiency and memory usage of XAICR-HDLOA technique under the Edge-IIoT 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

Model

FLOPs (G)

GPU (M)

EfficientNet

24.8

1354

GhostNet

19.21

1876

MnasNet

23.41

1881

MobileNetV2

23.42

2874

ShuffleNet

18.53

3015

CGENet

22.97

1507

XAICR-HDLOA

10.77

1061