Table 8 Comparison of octet classification performance between different dimensional convolutions.

From: A multi-information fusion anomaly detection model based on convolutional neural networks and AutoEncoder

The number of convolutional layers

One-dimensional convolution

Two-dimensional convolution

One layer

0.9801

0.9742

Two layers

0.9851

0.9811

Three layers

0.9847

0.9805

Four layers

0.9839

0.9830

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