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Table 3 Accuracy of deep learning approaches for DDoS attacks detection on NSL-KDD Dataset

From: Performance evaluation of deep learning techniques for DoS attacks detection in wireless sensor network

References

Source

DL techniques

Accuracy %

A

Amma et al. (2019) [34]

CVNN+FCNN

94.2

B

Shaaban et al. (2020) [18]

CNN

99.2

C

Kasim (2020) [35]

AE-SVM

96.4

D

Bhardwaj et al. (2020) [36]

AE+DNN

98.4