Adversarial Attacks
Boosting the Transferability of Adversarial Attack on Vision Transformer with Adaptive Token Tuning
·2792 words·14 mins·
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Computer Vision
Adversarial Attacks
🏢 Chongqing University of Technology
Boosting vision transformer adversarial attack transferability, this paper introduces Adaptive Token Tuning (ATT), improving attack success rate by 10.1% over existing methods.
AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks
·2221 words·11 mins·
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Computer Vision
Adversarial Attacks
🏢 Guangdong Key Lab of Information Security
AdvAD: A non-parametric diffusion process crafts imperceptible adversarial examples by subtly guiding an initial noise towards a target distribution, achieving high attack success rates with minimal p…