agent/papers/items/2026-2603-28166-evaluating-privilege-usage-of-agents-with-real-world-tools.md

Paper: Evaluating Privilege Usage of Agents with Real-World Tools

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type: paper title: Evaluating Privilege Usage of Agents with Real-World Tools authors: Quan Zhang, Lianhang Fu, Lvsi Lian, Gwihwan Go, Yujue Wang, Chijin Zhou, Yu Jiang, Geguang Pu year: 2026 venue: arXiv url: https://arxiv.org/abs/2603.28166 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-03-30 updated_at: 2026-04-20 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• rag
• tool-use
• workflow-agent methods:

benchmarks:

models:

datasets:

• cs.CR
• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 16 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, rag, tool-use, workflow-agent
• arXiv categories: cs.CR, cs.AI
• collection score: 16

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/2603.28166