Conference
Open access
Sep 2026
Understanding and Exploiting Phase Sensitivity for Attacking Large Vision–Language Models
This paper proposes a novel LVLM attack method, called BadPhase with further backdoor designs, to implant adversarial phase as triggers into any image inputs via data poisoning so as to control the LVLMs’ predictions and finds that LVLMs are sensitive to the phase-aware image structure.
Dai-Zong Liu, Junhao Dong, Xiang Fang et al.
· Proceedings of the Thirty-Fi... · 0 citations