arxivcs.CRcs.RO2026-07-01
Overthink-Triggered Slowdown Attacks on LVLM-Based Robotic Systems
Large Vision-Language Models (LVLMs) have been increasingly integrated into robotic systems. However, these models may exhibit overthinking behaviors, where they generate excessively long reasoning traces, incurring an excessive inference time. This overthinking behavior poses a…