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Working Group

Continuous Assurance Metrics

The Continuous Assurance Metrics working group aims to define a catalogue of security attributes and their corresponding metrics, derived from the CSA Cloud Controls Matrix (CCM), which can be used as a reference for auditors, cloud service providers, cloud customers and security solution vendors that wish to engage in continuous audit-based self-assessments or certifications.
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The Continuous Audit Metrics Catalog
The Continuous Audit Metrics Catalog

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Continuous Assurance Metrics
Working Group Overview

The Continuous Assurance Metrics working group aims to define a catalogue of security attributes and their corresponding metrics, derived from the CSA Cloud Controls Matrix (CCM), which can be used as a reference for auditors, cloud service providers, cloud customers and security solution vendors that wish to engage in continuous audit-based self-assessments or certifications.


Drafts & Important Docs

Working Group Leadership

Hafiz Sheikh Adnan Ahmed
Hafiz Sheikh Adnan Ahmed

Hafiz Sheikh Adnan Ahmed

Hafiz Sheikh Adnan Ahmed is a futurist and technology/Security leader with 17+ years track record in the areas of ICT Governance, Cyber Security & Resilience, Data Privacy & Protection, Risk Management, Corporate Excellence & Innovation, Digital Transformation, Strategic Transformation.

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Max Pritikin
Max Pritikin

Max Pritikin

Principal Engineer, Cisco

Publications in ReviewOpen Until
Data Security within AI EnvironmentsAug 29, 2025
AICM Auditing GuidelinesSep 03, 2025
A Practitioner’s Guide to Post-Quantum CryptographySep 17, 2025
Cloud Threat Modeling 2025Sep 19, 2025
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Who can join?

Anyone can join a working group, whether you have years of experience or want to just participate as a fly on the wall.

What is the time commitment?

The time commitment for this group varies depending on the project. You can spend a 15 minutes helping review a publication that's nearly finished or help author a publication from start to finish.

Virtual Meetings

Attend our next meeting. You can just listen in to decide if this group is a good for you or you can choose to actively participate. During these calls we discuss current projects, and well as share ideas for new projects. This is a good way to meet the other members of the group. You can view all research meetings here.

Open Peer Reviews

Peer reviews allow security professionals from around the world to provide feedback on CSA research before it is published.

Learn how to participate in a peer review here.

Data Security within AI Environments

Open Until: 08/29/2025

 AI’s demand for large and diverse datasets introduces significant cybersecurity risks across the entire data lifecycl...

AICM Auditing Guidelines

Open Until: 09/03/2025

Auditing steps for each of the 243 controls of the AI Controls Matrix for internal or external auditors that are going to e...

A Practitioner’s Guide to Post-Quantum Cryptography

Open Until: 09/17/2025

As quantum computing advances, the threat it poses to classical cryptographic algorithms becomes increasingly urgent. This ...

Cloud Threat Modeling 2025

Open Until: 09/19/2025

The purpose of this document is to enable and encourage effective threat modeling for cloud applications, services, and sec...