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Table 3 Training time cost and detection accuracy with different window sliding steps

From: IDSDL: a sensitive intrusion detection system based on deep learning

Step Number of training rounds Time cost per round (s) Accuracy (%) Total training time cost (s)
1 300 6.013 99.51 1803.9
2 600 3.013 98.44 1807.8
3 900 2.012 98.33 1810.8
4 1200 1.013 98.15 1215.6
5 1200 1.012 97.71 1214.4