Fastened CROWN: Tightened Neural Network Robustness Certificates

Fastened CROWN: Tightened Neural Network Robustness Certificates

<jats:p>The rapid growth of deep learning applications in real life is accompanied by severe safety concerns. To mitigate this uneasy phenomenon, much research has been done providing reliable evaluations of the fragility level in different deep neural networks. Apart from devising adversarial...

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Bibliographic Details
Main Authors: Lyu, Zhaoyang, Ko, Ching-Yun, Kong, Zhifeng, Wong, Ngai, Lin, Dahua, Daniel, Luca
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: Association for the Advancement of Artificial Intelligence (AAAI) 2022
Online Access:https://hdl.handle.net/1721.1/143106

Internet

https://hdl.handle.net/1721.1/143106

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