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Steven McDonagh

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Let the Carrier Carry the Attack: Preserving the Subject in Adversarial Image Generation

Linfeng Jiang, Steven McDonagh, Yuhang Chen وآخرون · 2026

Strong unrestricted adversarial attacks can distort the primary object of an image, hereafter referred to as the subject. To preserve subject integrity without compromising attack magnitude, we introduce the carrier: a secondary visual element that provides an auxiliary region to facilitate the attack under global clas …

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