Table 5 PT outcome of AAIFLF-PPCD technique with the existing models.

From: Advanced artificial intelligence with federated learning framework for privacy-preserving cyberthreat detection in IoT-assisted sustainable smart cities

Technique

PT (sec)

SVM Classifier

11.93

kNN Algorithm

15.58

MLP Algorithm

10.54

CNN + GRU Model

14.49

HZDA-5G IIoT

9.80

PSO Ensemble

8.21

IRMOFNN-AD

7.95

XAI

8.50

SHAP

9.18

VAE

9.77

AGRU

10.32

AAIFLF-PPCD

4.51

Back to article page