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Implement effective data authorization mechanisms to secure your data used in generative AI applications – part 2

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In part 1 of this blog series, we walked through the risks associated with using sensitive data as part of your generative AI application. This overview provided a baseline of the challenges of using sensitive data with a non-deterministic large language model (LLM) and how to mitigate these challenges …

How to deploy an Amazon OpenSearch cluster to ingest logs from Amazon Security Lake

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January 30, 2025: This post was republished to make the instructions clearer and compatible with OCSF 1.1. Customers often require multiple log sources across their AWS environment to empower their teams to respond and investigate security events. In part one of this two-part blog post, I show you …

AWS Firewall Manager retrofitting: Harmonizing central security with application team flexibility

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AWS Firewall Manager is a powerful tool that organizations can use to define common AWS WAF rules with centralized security policies. These policies specify which accounts and resources are in scope. Firewall Manager creates a web access control list (web ACL) that adheres to the organization’s policy requirements …

Safeguard your generative AI workloads from prompt injections

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Generative AI applications have become powerful tools for creating human-like content, but they also introduce new security challenges, including prompt injections, excessive agency, and others. See the OWASP Top 10 for Large Language Model Applications to learn more about the unique security risks associated with generative AI applications. When …

Preventing unintended encryption of Amazon S3 objects

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At Amazon Web Services (AWS), the security of our customers’ data is our top priority, and it always will be. Recently, the AWS Customer Incident Response Team (CIRT) and our automated security monitoring systems identified an increase in unusual encryption activity associated with Amazon Simple Storage Service (Amazon S3 …

How to monitor, optimize, and secure Amazon Cognito machine-to-machine authorization

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Amazon Cognito is a developer-centric and security-focused customer identity and access management (CIAM) service that simplifies the process of adding user sign-up, sign-in, and access control to your mobile and web applications. Cognito is a highly available service that supports a range of use cases, from managing user authentication …

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