Preprint Open access
The Poisoned Conversation: Privacy-Leaking Watermarks in Unified Multimodal Models
Multimodal models are increasingly shifting toward unified architectures that understand and generate text, images, and other modalities within a shared conversational context. This design enables fluid interaction across modalities, but it also changes the privacy threat model: Information revealed in one part of a co …