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FTUAttack: Feature truncation unrestricted attack based on stable diffusion model

delete2025-09-03
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PRE
AI
S
Shaojie Han
G
Gangzheng Zhai
K
Kun Chen
S
Shihui Zhang
DOI:10.1016/j.eswa.2025.129604delete
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Abstract

Abstract

En 中文
• Propose a transferable Feature Truncation Unrestricted Attack based on diffusion model. • Propose a Global Deep Feature Extractor module to boost attack transferability. • Propose a Critical Latent Feature Extractor module to further enhance attack effect. • Propose a Multi-Loss Fusion strategy to balance the transferability and imperceptibility.

Journal

Expert Systems with Applications cover
Expert Systems with Applications
IF:
7.5
Papers:
2.9W
Citations:
10.2W

Organization

S
School of Information Science and Engineering
Scholars:
474
Papers: 184
Citations: 3