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Product

Security Outcomes with Canaries

Andy Smith

February 25, 2025

March 10, 2026

·

5

min read

I am the text that will be copied.
Security Outcomes

A selection of use cases to consider when deploying security canaries, considering the Security Canary Maturity Model.

‍

Security Outcome Maturity
Quickly test the impact of deploying canaries to understand any potential drawbacks and any initial signals from the environment. Defined
Plug a simple visibility gap in a particular area you have plans to replace in the future. Defined
Validate and improve the effectiveness of penetration testing processes. Defined / Managed
Demonstrate effective detection capabilities against simulated attacks (e.g. catch the next red team). Defined / Managed
Maintain comprehensive detection coverage as infrastructure evolves (i.e. canaries that evolve with the environment). Managed
Close specific, known detection gaps in your environment (that are too costly or noisy to handle with other techniques). Managed
Pro-actively prepare for 'unknown unknown' breaches or vulnerabilities. Managed
Implement assurance and detective controls to prove that your existing security controls are doing their job. Managed
Deploy similar or identical detective controls across disparate platforms (e.g. different public clouds) Managed / Optimized
Improve detection of 'insider risk' behaviors (e.g. misuse of access to privileged environments). Managed / Optimized
Develop a defense in depth strategy that you can share with auditors, regulators or customers. Managed / Optimized
Achieve detection and response capabilities effective against sophisticated adversaries such as nation state actors. Optimized
Table of contents
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Platform
AWS
Azure
CI/CD
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Credentials & artifacts
Use cases
AI Agent Detection
Cloud & Kubernetes Breach
Insider Threat Detection
Supply Chain & CI/CD Attack
Workstation Compromise
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