AGD steers the final denoising steps of Stable Diffusion with CLIP-based target gradients and momentum, producing targeted MLLM attacks with high image fidelity and better survival under defenses.
Advdiff: Gener- ating unrestricted adversarial examples using diffusion mod- els
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Adversarial-Guided Diffusion for Multimodal LLM Attacks
AGD steers the final denoising steps of Stable Diffusion with CLIP-based target gradients and momentum, producing targeted MLLM attacks with high image fidelity and better survival under defenses.