Master the critical strategies and Azure services required to build and deploy highly secure large language model (LLM) applications. This course provides a robust framework for protecting your entire application stack, from data ingress to output.
Gain practical insights into securing each tier of an LLM application within the Azure ecosystem, ensuring robust defense against common vulnerabilities and threats.
This program delves into the comprehensive security posture required for modern LLM applications hosted on Azure. We will dissect the three-tier architecture, identifying potential attack vectors and implementing robust mitigation strategies across each component.
You will learn to leverage Azure’s native security features, including Azure Front Door for edge protection, Azure App Service for secure hosting, API Management for controlled access, and secure configurations for Storage Accounts, Cosmos DB, and Azure AI Search. The emphasis is on practical application and best practices to ensure end-to-end security.
By the end of this course, you will possess the knowledge to design, implement, and maintain secure LLM solutions, confidently addressing the unique challenges presented by AI-driven applications.
Establish foundational knowledge with essential resources for comprehensive application security.
Understand the architectural breakdown of LLM applications within the Azure environment.
Explore the security implications and best practices for RAG implementations.
Implement robust edge protection and global traffic management with Azure Front Door.
Secure your web applications and APIs hosted on Azure App Service.
Control and secure access to your APIs using Azure API Management policies.
Implement secure configurations for data storage in Azure Storage Accounts.
Ensure data integrity and confidentiality within Azure Cosmos DB.
Secure your search indexes and data sources within Azure AI Search.
Consolidate essential learnings and actionable strategies for ongoing application security.
Enroll now to master the art of end-to-end application security in Azure and build resilient, trustworthy LLM solutions.
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