agent/papers/items/2026-2605-12015-skillsafetybench-evaluating-agent-safety-under-skill-facing-attack-surfaces.md

Paper: SkillSafetyBench: Evaluating Agent Safety under Skill-Facing Attack Surfaces

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type: paper title: "SkillSafetyBench: Evaluating Agent Safety under Skill-Facing Attack Surfaces" authors: Chang Jin, An Wang, Zeming Wei, Kai Wang, Biaojie Zeng, Qiaosheng Zhang, Chao Yang, Jingjing Qu, et al. year: 2026 venue: arXiv url: https://arxiv.org/abs/2605.12015 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-05-12 updated_at: 2026-05-27 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• computer-use
• memory
• reasoning
• tool-use
• workflow-agent methods:

benchmarks:

models:

datasets:

• cs.CR
• cs.AI
• cs.CL
• cs.LG
• cs.MA related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 20 collection_queries: agent-safety

One-line Takeaway

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

Why Collected

• matched queries: agent-safety
• inferred topics: agent-evaluation, agent-safety, computer-use, memory, reasoning, tool-use, workflow-agent
• arXiv categories: cs.CR, cs.AI, cs.CL, cs.LG, cs.MA
• collection score: 20

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/2605.12015