---
id: 20260312-T0-17
title: "研究发布IH-Challenge数据集提升前沿LLM指令层级"
title_en: "IH-Challenge Dataset Improves LLM Instruction Hierarchy"
url: https://ai.daily.yangsir.net/daily/20260312-T0-17
issue_date: 2026-03-12
publish_date: 2026-03-12T04:00:00.000Z
category: research
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2603.10521
---

# 研究发布IH-Challenge数据集提升前沿LLM指令层级

arXiv论文2603.10521发布IH-Challenge数据集，提升前沿LLM的指令层级处理能力。该数据集帮助模型在系统、开发者、用户和工具指令冲突时按优先级处理，增强对抗越狱攻击能力。研究包含数据集构建方法和性能评估结果。

## English Version

**IH-Challenge Dataset Improves LLM Instruction Hierarchy**

arXiv:2603.10521 releases IH-Challenge dataset to improve frontier LLMs' instruction hierarchy processing. The dataset helps models prioritize conflicting system, developer, user, and tool instructions, enhancing defense against jailbreak attacks. The paper includes dataset construction methods and performance evaluation results.

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2603.10521)

**详情页**：https://ai.daily.yangsir.net/daily/20260312-T0-17

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