Efficient Neural Network Robustness Certification with General Activation Functions

© 2018 Curran Associates Inc..All rights reserved. Finding minimum distortion of adversarial examples and thus certifying robustness in neural network classifiers for given data points is known to be a challenging problem. Nevertheless, recently it has been shown to be possible to give a nontrivial...

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Bibliographic Details
Main Authors: Zhang, Huan, Weng, Tsui-Wei, Chen, Pin-Yu, Hsieh, Cho-Jui, Daniel, Luca
Other Authors: MIT-IBM Watson AI Lab
Format: Article
Language:English
Published: 2021
Online Access:https://hdl.handle.net/1721.1/137508