Journal of Cloud Computing

Advances, Systems and Applications

Table 6 Comparison of ablation experiments

From: Identification of encrypted and malicious network traffic based on one-dimensional convolutional neural network

Model	Accuracy	Precision	Recall	F1-score
CNN-1D	90.1%	91.2%	92.7%	92.3%
CNN-1D + BN	95.2%	94.3%	94.6%	94.5%
CNN-1D + CAB + GAB	96.6%	96.7%	96.4%	96.6%
Our Model	98.9%	98.8%	98.7%	98.7%

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