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# 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
---
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