Are you an AI/ML Practitioner, an Engineer implementing Gen AI solutions, a Cloud Security Specialist, or a Gen AI security practitioner? Then this session is for you! This session will guide you through the AWS comprehensive Gen AI stack and security best practices. You will learn how to leverage Amazon Bedrock and other AWS services to build secure AI applications, while understanding OWASP Top 10 for large language models (LLMs).

During the session, you will explore real-world vulnerabilities, architecture considerations, and mitigation strategies to implement robust security controls in your Gen AI solutions.You will also go through an immersive hands-on session that tackles the critical topic of security in Gen AI implementations. As artificial intelligence continues to evolve, ensuring its security becomes more complex, and generative AI presents unique challenges. Over the course of this workshop, we will explore some of AWS security capabilities and best practices to address potential security vulnerabilities in generative AI applications built on Amazon Bedrock.

Agenda:

• AWS Gen AI Stack Overview & Architecture Patterns (Presentation)
• Deep Dive into Amazon Bedrock & Foundation Models (Presentation)
• Understanding OWASP Top 10 for LLMs (Presentation)
• Securing Generative AI Applications on AWS (Hands-on Workshop)

Who is this for? This session & workshop is ideal for:

• AI/ML practitioners and engineers implementing Gen AI solutions.
• Cloud security specialists
• Solution architects focused on security.
• Developers working with Gen AI use cases.
• Business stakeholders looking to understand AWS Gen AI stack & security aspects of AI applications.

Takeaways:

• Understanding of AWS's complete Gen AI stack capabilities
• Knowledge of OWASP Top 10 for LLMs and their impact
• Vulnerabilities such as insecure plugins, prompt manipulation, sensitive data exposure, etc.
• Manual and automation testing approaches for each vulnerability.

Prerequisites:

• Basic understanding of generative AI concepts
• Familiarity with Python programming
• On the day of the session, please bring your laptop and email registration confirmation for entry

Important: Sessions are focused on providing best practices, details of service features and demos for working professionals only.

By registering, you agree to the AWS Event Terms & Conditions and AWS Code of Conduct.