agent/papers/items/2026-2606-12586-beyond-attack-success-rate-examining-trigger-leakage-in-vision-language-agentic-.md

Paper: Beyond Attack Success Rate: Examining Trigger Leakage in Vision-Language Agentic Systems

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type: paper title: "Beyond Attack Success Rate: Examining Trigger Leakage in Vision-Language Agentic Systems" authors: Jiamin Chang, Salil Kanhere, Piotr Koniusz, Jason, Xue, Hammond Pearce year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.12586 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-10 updated_at: 2026-06-10 status: queued relevance: high topics:

• agent-evaluation
• embodied-agent
• planning
• tool-use
• workflow-agent methods:

benchmarks:

models:

datasets:

• cs.CR related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 19 collection_queries: language-agent, tool-use

One-line Takeaway

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

Why Collected

• matched queries: language-agent, tool-use
• inferred topics: agent-evaluation, embodied-agent, planning, tool-use, workflow-agent
• arXiv categories: cs.CR
• 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/2606.12586