Data Party THU
Jul 26, 2026 · Artificial Intelligence
Understanding VLA Safety: A Visual Overview and Design Guidelines for Robot Security
The article reviews the Vision‑Language‑Action (VLA) safety landscape, classifies attacks and defenses across training and inference phases, highlights the multimodal attack surface, real‑time constraints, and simulation‑to‑reality gaps, and proposes a fast‑slow dual‑loop defense architecture for safe embodied AI.
AI SafetyDefense StrategiesMultimodal Attack
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