Table 8 CT evaluation of TTOCDM-XAIRNN method under the CICIDS 2017 dataset.

From: Privacy preserving blockchain integrated explainable artificial intelligence with two tier optimization for cyber threat detection and mitigation in the internet of things

CICIDS 2017 Dataset

Methods

CT (sec)

FURIA Method

18.73

Forest-PA

19.03

BLDSVM

21.88

BBPM Algorithm

11.56

BLR Model

23.61

GSAE Method

18.51

LIB-SVM

10.43

OC-SVM

14.99

DT

11.74

GWO-LOARF

24.85

TTOCDM-XAIRNN

8.87

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