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如果加入对抗样本训练性能会变好吗 #4

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wddwzwhhxx opened this issue Apr 18, 2019 · 1 comment

wddwzwhhxx commented Apr 18, 2019

您好，非常感谢您的贡献。
您在论文中提到这个方法的好处在于不需要对抗样本，只用纯净图像就可以达到抗干扰的效果。
但如果加入对抗样本训练，整个模型的性能会随着对抗样本的数量和质量提升吗？

Owner

jiaxiaojunQAQ commented Apr 18, 2019

您好，非常感谢您的贡献。
您在论文中提到这个方法的好处在于不需要对抗样本，只用纯净图像就可以达到抗干扰的效果。
但如果加入对抗样本训练，整个模型的性能会随着对抗样本的数量和质量提升吗？

会的，可以结合其他防御方法进行防御

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