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}, 
}

Join us for a LIVE Q&A discussion in the Cybersecurity Club on Discord featuring Karen Scarfone, co-author of the NIST Security Guidelines (SP 800-115).

The NIST SP 800-115 is a Technical Guide to Information Security Testing and Assessment from the National Institute of Standards and Technology.

This document is used by a variety of organizations, including federal agencies, private companies, educational institutions, and critical infrastructure operators, to strengthen their cybersecurity practices.

Why Join the Session?

• Help Improve the NIST Guidelines (SP 800-115)
• Learn How to Use the Guidelines in Real Life
• Get Answers from a NIST Guidelines Author

Event Details:

When: Friday, September 12th, 2025, 3 PM EST
Where: Cybersecurity Club on Discord

About the Author: Karen Scarfone is a renowned cybersecurity expert, with significant contributions to NIST, having co-authored over 150 reports, including the NIST SP 800-115.

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