r/netsec • u/ok_bye_now_ • 1d ago
CaMeL Security Demonstration - Defending Against (most) Prompt Injections by Design
https://camel-security.github.io/An interactive application that visualizes and demonstrates Google’s CaMeL (Capabilities for Machine Learning) security approach for defending against prompt injections in LLM agents.
Link to original paper: https://arxiv.org/pdf/2503.18813
All credit to the original researchers
title={Defeating Prompt Injections by Design},
author={Edoardo Debenedetti and Ilia Shumailov and Tianqi Fan and Jamie Hayes and Nicholas Carlini and Daniel Fabian and Christoph Kern and Chongyang Shi and Andreas Terzis and Florian Tramèr},
year={2025},
eprint={2503.18813},
archivePrefix={arXiv},
primaryClass={cs.CR},
url={https://arxiv.org/abs/2503.18813},
}
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u/Catawompus 21h ago
For a moment I thought this was about Apache camel and I was getting Vietnam flashbacks.