Downstream Transfer Attack: Adversarial Attacks on Downstream Models with Pre-trained Vision Transformers

With the advancement of vision transformers (ViTs) and self-supervised learning (SSL) techniques, pre-trained large ViTs have become the new foundation models for computer vision applications. However, studies have shown that, like convolutional neural networks (CNNs), ViTs are also susceptible to a...

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Veröffentlicht in:	arXiv.org 2024-08
Hauptverfasser:	Zheng, Weijie, Ma, Xingjun, Huang, Hanxun, Wu, Zuxuan, Yu-Gang, Jiang
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Computer vision Datasets Differential thermal analysis Machine learning Self-supervised learning
Online-Zugang:	Volltext
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