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Table 4 The comparison result of the proposed method and other methods

From: Defense against adversarial attacks in traffic sign images identification based on 5G

  Accuracy Recall Runtime
JPEG + 5g 75.63% 88.91% 8.21 ms
JPEG + 4g 74.85% 87.86% 31.51 ms
JPEG offline 67.88% 84.13% 15.47 ms
APE-GAN+ 5G 60.64% 75.96% 35.14 ms
APE-GAN+ 4G 60.15% 76.82% 297.51 ms
APE-GAN offline 58.64% 75.76% 42.36 ms
CTQ + 5G 71.52% 87.56% 18.51 ms
CTQ + 4G 72.17% 88.62% 90.31 ms
CTQ offline 70.19% 85.73% 29.83 ms
SVD + 5G 87.58% 96.17% 7.12 ms
SVD + 4G 87.85% 95.45% 33.19 ms
SVD offline 85.69% 94.37% 15.75 ms