AI RESEARCH
Shape and Substance: Dual-Layer Side-Channel Attacks on Local Vision-Language Models
arXiv CS.AI
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ArXi:2603.25403v1 Announce Type: cross On-device Vision-Language Models (VLMs) promise data privacy via local execution. However, we show that the architectural shift toward Dynamic High-Resolution preprocessing (e.g., AnyRes)