Research Article
An Empirical Study on GAN-Based Traffic Congestion Attack Analysis: A Visualized Method
Table 4
, , , and
of CycleGAN and pix2pix under different epochs.
| Epoch | 50 | 100 | 200 | 500 | 1000 | Framework | CycleGAN | pix2pix | CycleGAN | pix2pix | CycleGAN | pix2pix | CycleGAN | pix2pix | CycleGAN | pix2pix |
| | 0.1461 | 0.1638 | 0.0317 | 0.1607 | 0.0267 | 0.0929 | 0.0190 | 0.1070 | 0.0137 | 0.0862 | | 0.1470 | 0.1642 | 0.0342 | 0.1674 | 0.0340 | 0.0985 | 0.0250 | 0.1160 | 0.0177 | 0.0870 | | 5.5000 | 6.5500 | 2.4167 | 5.8000 | 1.1250 | 2.3250 | 0.7800 | 6.7000 | 0.7000 | 1.4000 | | 5.5675 | 6.5799 | 2.6176 | 6.0027 | 1.5882 | 2.7051 | 0.9623 | 6.7134 | 0.9930 | 1.4509 |
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