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Table 6 Multi classification results of different methods on the CICID2017 dataset (%)

From: An abnormal traffic detection method using GCN-BiLSTM-Attention in the internet of vehicles environment

Method

DR

FR

F1

Naive-Bayes

71.23

11.21

76.45

QDA

72.32

8.76

79.67

GAN

74.49

8.13

81.23

MeAEG-Net

87.85

9.21

84.57

ARCN

90.53

9.77

89.22

Proposed method

92.76

8.21

92.56