Knowledge of the ViT backbone alone enables highly effective gray-box adversarial attacks on synthetic image detectors, often nearing white-box performance.
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Backbone is All You Need: Assessing Vulnerabilities of Frozen Foundation Models in Synthetic Image Forensics
Knowledge of the ViT backbone alone enables highly effective gray-box adversarial attacks on synthetic image detectors, often nearing white-box performance.