agent/papers/items/2026-2603-07557-agentraft-automated-detection-of-data-over-exposure-in-llm-agents.md

Paper: AgentRaft: Automated Detection of Data Over-Exposure in LLM Agents

---

type: paper title: "AgentRaft: Automated Detection of Data Over-Exposure in LLM Agents" authors: Yixi Lin, Jiangrong Wu, Yuhong Nan, Xueqiang Wang, Xinyuan Zhang, Zibin Zheng year: 2026 venue: arXiv url: https://arxiv.org/abs/2603.07557 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-03-08 updated_at: 2026-03-08 status: queued relevance: high topics:

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

benchmarks:

models:

datasets:

• cs.SE related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 15 collection_queries: function-calling

One-line Takeaway

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

Why Collected

• matched queries: function-calling
• inferred topics: agent-evaluation, agent-safety, rag, reasoning, tool-use
• arXiv categories: cs.SE
• collection score: 15

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/2603.07557