Research Paper & Academic Citation

Research Overview

• Title: A Lightweight Defense Architecture Against Indirect Prompt Injection in Tool-Calling AI Agents
• Author: Tarek Mohamed (@seotarek)
• Permanent DOI: 10.5281/zenodo.22731104
• Zenodo Archive: https://zenodo.org/records/22731104
• arXiv Categories: cs.CR (Cryptography and Security), cs.AI (Artificial Intelligence)

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BibTeX Citation

If you use LightGuard-Agent in your academic research, benchmarks, or security evaluations, please cite:

@misc{mohamed2026lightguard,
  title={A Lightweight Defense Architecture Against Indirect Prompt Injection in Tool-Calling AI Agents},
  author={Mohamed, Tarek},
  year={2026},
  month={September},
  doi={10.5281/zenodo.22731104},
  publisher={Zenodo},
  howpublished={\url{https://zenodo.org/records/22731104}}
}

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Paper Manuscript

The complete manuscript is available directly in the repository: - Markdown Format: paper/paper.md - Compiled PDF: Google Drive Archive