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Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning

Many AWS customers align to industry standard frameworks, such as the NIST Cybersecurity Framework. Consider inserting AWS Web Application Firewall (AWS WAF) in front to protect web applications and APIs from malicious bots , SQL injection attacks, cross-site scripting (XSS), and account takeovers with Fraud Control.

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How 20 Minutes empowers journalists and boosts audience engagement with generative AI on Amazon Bedrock

AWS Machine Learning

Given the reasoning capabilities of LLMs, we decided to develop an automated per-article brand safety assessment based on industry-standard guidelines to provide advertisers with a real-time, granular view of the brand safety of 20 Minutes content. Amazon DynamoDB serves as the primary database for 20 Minutes articles.

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Your guide to generative AI and ML at AWS re:Invent 2023

AWS Machine Learning

In this innovation talk, hear how the largest industries, from healthcare and financial services to automotive and media and entertainment, are using generative AI to drive outcomes for their customers. This session uses the Claude 2 LLM as an example of how prompt engineering helps to solve complex customer use cases.