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 |