license: apache-2.0
task_categories:
- text-classification
language: - en
tags: - security
- prompt-injection
- jailbreak
- agent-safety
- guardrail-evaluation
size_categories: - 1K<n<10K
DKnownAI Agent Security Evaluation Dataset
Data Fields
| Field | Type | Description |
|---|---|---|
text |
string |
The adversarial input (prompt) to be evaluated by a security guardrail |
action |
string |
Human-annotated label: blocked or allowed |
Citation
@misc{li2026comparativeevaluationaiagent,
title={A Comparative Evaluation of AI Agent Security Guardrails},
author={Qi Li and Jiu Li and Pingtao Wei and Jianjun Xu and Xueyi Wei and Jiwei Shi and Xuan Zhang and Yanhui Yang and Xiaodong Hui and Peng Xu and Lingquan Zhou},
year={2026},
eprint={2604.24826},
archivePrefix={arXiv},
primaryClass={cs.CR},
url={https://arxiv.org/abs/2604.24826},
}
License
Apache 2.0