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Rui Zhang

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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52

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0

Scholarly Papers (2)

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1.

Self-Purification: Enhancing Adversarial Defense by Leveraging Local Relative Robustness

Number of pages: 23 Posted: 26 Sep 2025
Rui Zhang, Jörg Wicker, Katharina Dost, Qinli Yang, Zeyu Chen and Junming Shao
affiliation not provided to SSRN, University of Auckland, Jožef Stefan Institute, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 37 (1,318,317)

Abstract:

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Adversarial machine learning, Adversarial defense, Adversarial purification, Local robustness, Model security

2.

The Energy View of Adversarial Robustness: From Theory to Lightweight Self-Correction

Number of pages: 28 Posted: 03 Dec 2025
Rui Zhang, Mingsong Jiang, Tongze Zhang, Qinli Yang and Junming Shao
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 15 (1,500,778)

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Adversarial machine learning, Adversarial Defense, Adversarial training, Energy model, sep Self-Correction