Machine Learning - eBook (EN)

Answering your 4 biggest questions about generative AI security

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15 CONCLUSION Next steps AWS is committed to helping you build generative AI applications that grow your business while helping you meet your security, privacy, and compliance goals. We stand firm in our belief that generative AI applications can be securely designed, developed, and operated. We also acknowledge the validity of security and privacy concerns about these technologies. Generative AI raises new challenges in defining, measuring, and mitigating issues around data privacy, IP, legislative oversight, equality, and transparency. With the introduction of new products, the growing complexity and scale of solutions, new training parameters, and ever-growing datasets, generative AI security will become even more essential in the days ahead. By developing an effective and comprehensive security strategy for generative AI workloads now, you can maximize your competitive advantage—and stand prepared for the rapidly approaching future. The good news: The basic controls needed to securely design, develop, and run generative AI applications have been in place for years—and are aligned with trusted, proven principles of cloud security, such as those found in the AWS Well-Architected Framework. By exploring the practices outlined in this eBook, you've already taken your first step toward securing your generative AI workloads. Now, take the next step with AWS. We can provide you with deep insights and specific guidance needed to stay up to speed on emerging topics, think through your unique challenges, and unlock the full benefits of generative AI—all while protecting your data, your customers, and your business. Learn more about generative AI on AWS › Get started quickly with Amazon Bedrock › Build and customize FMs on Amazon SageMaker › Elevate your security in the cloud with AWS › Transform responsible AI from theory into practice › © 2024, Amazon Web Services, Inc. or its affiliates. All rights reserved.

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