Artificial Intelligence
Author: Christopher Rae
Christopher Rae is a Principal Worldwide Security GTM Specialist focused on developing and executing strategic initiatives that accelerate and scale adoption of AWS security services. He is passionate about the intersection of cybersecurity and emerging technologies, with 20+ years of experience in global strategic leadership roles delivering security solutions to media, entertainment, and telecom customers. He recharges through reading, traveling, food and wine, discovering new music, and advising early-stage startups.
Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs
This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs. We first delve into the vulnerabilities, threats, and risks that arise from the implementation, deployment, and use of LLM solutions, and provide guidance on how to start innovating with security in mind. We then discuss how building on a secure foundation is essential for generative AI. Lastly, we connect these together with an example LLM workload to describe an approach towards architecting with defense-in-depth security across trust boundaries.