Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
windows_first
missing_linux_example
Summary
The documentation page demonstrates a mild Windows bias by consistently listing 'Windows Security Events' and 'Windows Events' as primary log sources, and by referencing the Azure Monitoring Agent (AMA) specifically for Windows VM log collection. There are no explicit Linux log collection examples, nor are Linux-specific tools or patterns mentioned. Syslog and CEF are referenced generically, but without detail or parity to the Windows-specific guidance. No PowerShell or Windows-only tools are mentioned, but the examples and recommendations implicitly prioritize Windows environments.
Recommendations
  • Add explicit examples and guidance for collecting Linux security and audit logs (e.g., syslog, auditd) from Linux VMs, both on-premises and in Azure.
  • Mention Linux-specific agent configuration (e.g., AMA for Linux, or legacy OMS agent) and clarify any differences in setup or capabilities.
  • Provide parity in log source lists by including Linux equivalents alongside Windows (e.g., 'Windows Security Events and Linux syslog/audit logs').
  • Reference Linux diagnostic settings and access control patterns where applicable.
  • If table-level RBAC or workspace design considerations differ for Linux, call these out.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased