Data Security for AI - How to secure your RAG environment
Автор: Oracle Developers
Загружено: 2025-05-19
Просмотров: 496
Описание:
AI is revolutionizing business, and now everyone wants to take advantage of it by combining its power with their own business data. But this new power comes with new responsibilities, as it exposes sensitive data to new risks.
In this session, Hakim Loumi, Senior Principal Product Manager of Oracle Database Security, will show you how to secure a RAG environment by leveraging the power of Oracle's proven database security solutions. Join us to learn how to minimize data leakage and help you comply with data protection regulations using real-world best practices.
Here is a guide to the recording:
01:04 Announcements
03:20 Data Security for AI - How to secure your RAG environment
05:19 Overview of GenAI and some weaknesses
20:04 Why RAG?
21:15 Generative AI adds additional and unique risks
22:42 OWASP Top 10 for LLM Applications and Generative AI
26:43 Agentic AI is the new middleware
28:52 Mitigate GenAI data security risks
33:15 Use case and demo
48:45 Use case: access control requirements
52:22 Fine-grained access controls
54:15 Defense in depth to keep AI systems safe
55:59 Summary
56:35 Want to learn more?
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