# perturbation
3 articlestagged with “perturbation”
Adversarial Image Perturbation for VLMs
Generating adversarial perturbations that cause vision-language models to misinterpret or follow injected instructions.
multimodaladversarialimageperturbation
Adversarial Audio Examples
Techniques for crafting adversarial audio perturbations including psychoacoustic hiding, frequency domain attacks, and over-the-air adversarial audio.
adversarialaudioperturbationattacks
Adversarial Image Examples for VLMs
Pixel-level perturbations that change VLM behavior, including PGD attacks on vision encoders, transferable adversarial images, and patch attacks.
adversarialimagesperturbationvlm