cs.AI2026
A Cross-Architecture Audit of Direction-Based Inference-Time Defences in Vision-Language Models
Xiangyu Yin, Tora Bodin, Rohan Menon +1
The paper evaluates five direction‑based inference‑time defenses for vision‑language models across multiple architectures, finding that no single method works best for all models a…
#vision-language models#inference-time defenses#direction-based interventions#model robustness