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Fan Zhang

Fudan University

Beijing West District Baiyun Load 10th

Shanghai, 100045

China

SCHOLARLY PAPERS

3

DOWNLOADS

95

TOTAL CITATIONS

0

Scholarly Papers (3)

Eadod: Ensemble Adversarial Defense Via Orthogonal Distillation

Number of pages: 21 Posted: 23 Aug 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Fudan University, Harbin Institute of Technology and affiliation not provided to SSRN
Downloads 35 (1,311,254)

Abstract:

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ensemble adversarial defenseknowledge distillationorthogonal subspace projectionimage classification

Eadod: Ensemble Adversarial Defense Via Orthogonal Distillation

Number of pages: 21 Posted: 23 Aug 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Fudan University, Harbin Institute of Technology and affiliation not provided to SSRN
Downloads 18 (1,525,626)

Abstract:

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ensemble adversarial defenseknowledge distillationorthogonal subspace projectionimage classification

2.

IPHH: An Adversarial Attack Detection Method Based on Image Pyramid Hierarchical Heterogeneity

Number of pages: 28 Posted: 15 Jan 2026
affiliation not provided to SSRN, Purple Mountain Laboratories, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Fudan University, affiliation not provided to SSRN and Purple Mountain Laboratories
Downloads 27 (1,372,601)

Abstract:

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adversarial attack detection, model fine-tuning, image pyramid, information entropy redundancy, multi-scale feature verification, heterogeneous model collaboration

3.

An Ensemble Framework to Enhance the Robustness of Explanations

Number of pages: 13 Posted: 06 Aug 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Fudan University
Downloads 15 (1,526,714)

Abstract:

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Explainable AI, Adversarial Robustness, Ensemble methods, Hessian Matrix, Finite Difference Approximation, Explanation Methods