GenAI security with confidential computing

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Presented by

Michelle Tabirao, Data Product Manager at Canonical; Andreea Munteanu, AI Product Manager at Canonical, Ijlal Loutfi, Security Product Manager, Canonical

About this talk

Ensure data security and privacy in AI applications that employ Large Language Models (LLMs). About the Webinar As generative AI becomes increasingly vital for enterprises – especially in applications such as chatbots utilizing Retrieval-Augmented Generation (RAG) systems – ensuring the security and confidentiality of data within these frameworks is essential. Our upcoming genAI security webinar will address the significant challenges related to data security and privacy in AI applications that employ Large Language Models (LLMs). During this webinar, we will introduce confidential computing as a method for safeguarding data, with a specific focus on its application within RAG systems for securing data during usage or processing. Additionally, we will outline best practices for implementing confidential computing in AI environments, ensuring that data remains protected while still enabling advanced AI capabilities.
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