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Journal Article 1

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2023 1

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Drawdown risk 1

Global robustness training 1

Monotonically decreasing robustness 1

Robust neural networks 1

Training method 1

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Towards robust neural networks via a global and monotonically decreasing robustness training strategy Research Article

Zhen LIANG, Taoran WU, Wanwei LIU, Bai XUE, Wenjing YANG, Ji WANG, Zhengbin PANG,liangzhen@nudt.edu.cn,wwliu@nudt.edu.cn

Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 10,   Pages 1375-1389 doi: 10.1631/FITEE.2300059

Abstract: into account during each training epoch (), and the corresponding robustness losses are combined with monotonically

Keywords： Robust neural networks     Training method     Drawdown risk     Global robustness training     Monotonically decreasing    

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Towards robust neural networks via a global and monotonically decreasing robustness training strategy

Zhen LIANG, Taoran WU, Wanwei LIU, Bai XUE, Wenjing YANG, Ji WANG, Zhengbin PANG,liangzhen@nudt.edu.cn,wwliu@nudt.edu.cn

Journal Article