AIBearisharXiv – CS AI · Mar 277/10
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Shape and Substance: Dual-Layer Side-Channel Attacks on Local Vision-Language Models
Researchers discovered significant privacy vulnerabilities in local Vision-Language Models that use Dynamic High-Resolution preprocessing. The dual-layer attack framework can exploit execution-time variations and cache patterns to infer sensitive information about processed images, even when models run locally for privacy.