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cs.AI2026

AdvNav: Behavior-Guided Black-Box Adversarial Attacks on Vision-Language Navigation

Chenyang Li, Kaige Li, Zeyu Jiang +1

The paper introduces AdvNav, a gradient‑free black‑box adversarial attack that perturbs first‑person visual inputs to disrupt vision‑and‑language navigation agents, using behavior‑…