Fig. 3
From: MEMCAIN: a memory-enhanced hybrid CNN-attention model for network anomaly detection

The overall structure of CCANet, which consists of three CCA Blocks. Each CCA Block consists of a 1D-CNN, a Max-pooling layer, a Contra Norm layer, and an Attention mechanism.