Hidden Tail crafts adversarial images that force VLMs to emit long invisible runs of special tokens, inflating output length up to 19.2x while keeping the visible answer normal.
Com- binational backdoor attack against customized text-to-image models
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Hidden Tail: Adversarial Image Causing Stealthy Resource Consumption in Vision-Language Models
Hidden Tail crafts adversarial images that force VLMs to emit long invisible runs of special tokens, inflating output length up to 19.2x while keeping the visible answer normal.