Multimodal Jailbreaking: How Attackers Use Images to Bypass Text Safety Filters
In many multimodal deployments, text safety classifiers operate on tokens — not image pixels. Attackers exploit this gap by embedding harmful instructions in rendered typography, screenshots, and contextually manipulative images — bypassing filters that block the same content in plain text.