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CSA Research

Best practices, guidance, frameworks and tools to help the industry secure the cloud. Read our research to get your questions around cloud security answered.
Research

CSA Research is created by the industry for the industry and is both vendor-neutral and consensus driven. Our research is created by subject matter experts who volunteer for our working groups. Each working group focuses on a unique topic or aspect of cloud security, from IoT, DevSecOps, Serverless and more, we have working groups for over 20 areas of cloud computing. You can view a list of all active research working groups. To find out more about how our research is created and the process we follow you can view the CSA Research Lifecycle.

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Peer reviews allow security professionals from around the world to collaborate on CSA research. Provide your feedback on the following documents in progress.

Latest Research

Preparing Your Networks for the "AI Storm"

Preparing Your Networks for the "AI Storm"

Release Date: 07/01/2026

AI is changing the economics of cyber defense. AI models are improving their abilities to discover novel vulnerabilities, create new exploits, and engage in automated attacks. These improvements mean that the baseline risk models used to build traditional security programs no longer hold true....
AI Consensus Assessments Initiative Questionnaire (AI-CAIQ) v1.1

AI Consensus Assessments Initiative Questionnaire (AI-CAIQ) v1.1

Release Date: 06/23/2026

The AI Consensus Assessment Initiative Questionnaire (AI-CAIQ) is an extension of the Cloud Security Alliance’s widely adopted CAIQ, designed specifically for AI systems.

The AI-CAIQ (AI Consensus Assessment Initiative Questionnaire) is a structured framework designed to help organizations...
AI Controls Matrix v1.1

AI Controls Matrix v1.1

Release Date: 06/22/2026

The AI Controls Matrix (AICM) is a first-of-its-kind vendor-agnostic framework for cloud-based AI systems. Organizations can use the AICM to develop, implement, and operate AI technologies in a secure and responsible manner. Developed by industry experts, the AICM builds on CSA’s Cloud Controls...