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Existing safety guardrails for text-to-image models can backfire, inadvertently amplifying other types of harm, but this new method adaptively steers generation to resolve these conflicts and reduce overall harmful content.
Image-to-video models can be jailbroken by hiding malicious instructions in seemingly harmless reference images, achieving an 83.5% attack success rate on commercial systems.
