agent/papers/items/2026-2604-19844-if-you-re-waiting-for-a-sign-that-might-not-be-it-mitigating-trust-boundary-conf.md

Paper: If you're waiting for a sign... that might not be it! Mitigating Trust Boundary Confusion from Visual Injections on Vision-Language Agentic Systems

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type: paper title: "If you're waiting for a sign... that might not be it! Mitigating Trust Boundary Confusion from Visual Injections on Vision-Language Agentic Systems" authors: Jiamin Chang, Minhui Xue, Ruoxi Sun, Shuchao Pang, Salil S. Kanhere, Hammond Pearce year: 2026 venue: arXiv url: https://arxiv.org/abs/2604.19844 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-04-21 updated_at: 2026-04-21 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• embodied-agent
• multi-agent methods:

benchmarks:

models:

datasets:

• cs.CV
• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 19 collection_queries: language-agent

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: language-agent
• inferred topics: agent-evaluation, agent-safety, embodied-agent, multi-agent
• arXiv categories: cs.CV, cs.AI
• collection score: 19

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2604.19844