[论文]Detecting Adversarial Exampl
2020-03-18 本文已影响0人
wangxiaoguang
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.
