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[论文]Detecting Adversarial Exampl

[论文]Detecting Adversarial Exampl

作者: wangxiaoguang | 来源:发表于2020-03-18 22:01 被阅读0次

论文题目:Detecting Adversarial Examples Using Data Manifolds
论文地址:http://susmitjha.github.io/papers/milcom18.pdf
**DOI: **10.1109/MILCOM.2018.8599691

Our approach is based on identifying a low dimensional manifold in which the training samples lie, and then using the distance of a new observation from this manifold to identify whether this data point is adversarial or not.

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