2 papers
cs.CR2026
SAGE: Efficient Protected Vision-Language Inference on Smart Glasses
Zhimin Li, Pan Wang, Jingxian Chen +3
Smart glasses are a promising platform for vision-language assistants, but private split inference remains expensive: protecting visual representations before transmission does not…
cs.CV2026
Defending Wearable VLMs Against Private Attribute Inference
Zhimin Li, Pan Wang, Jingxian Chen +4
Wearable VLM pipelines promise continuous multimodal assistance from egocentric visual capture: a user asks a task-driven question about the surrounding scene, and the system uses…