Securing AI
Accelerate AI innovation with built-in security and governance
Overview
Build, run, and scale your AI workloads with confidence on a cloud foundation uniquely designed for security. Leverage integrated AWS security, compliance, and governance tools and capabilities across your AI stack to help secure your AI applications without having to reinvent your security strategy.
Built-in security
Each layer of the AI stack - infrastructure, models, and applications - presents unique risk considerations and requires tailored security measures. AWS helps you navigate this complexity with infrastructure and services that build with security at the foundation.
Securing AI infrastructure for a resilient foundation
Building and running LLMs and FFMs with confidence
Foundation and large language models are central to AI applications and require robust security to prevent unauthorized access and security events. Ensuring data integrity, confidentiality, and ownership is paramount. Implementing key security principles, such as encryption, zero-trust architecture, and stringent access controls, enables organizations to safeguard these models. Continuous monitoring, detection, and governance further help maintain the security and compliance of AI models throughout their lifecycle.
Safeguarding AI applications with built-in security
AI applications interact with end users and often handle sensitive data, making comprehensive security essential across the entire application lifecycle. Strong encryption, access controls, and continuous monitoring protect data and models, helping ensure the integrity of inputs and outputs. By addressing threats and vulnerabilities at every stage, organizations can help secure their AI applications against evolving risks and maintain trust with users.
Generative AI Security Scoping Matrix
To implement security measures effectively, it's essential to address the challenges at each layer of the AI technology stack —infrastructure, models, and applications. The Generative AI Security Scoping Matrix helps customers match their AI workloads with the right security, privacy, governance, and compliance controls, helping ensure protection of their data and assets.
