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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by providing examples and scenarios that prioritize Windows data and tools. Windows event data is mentioned as the primary example for resource-context RBAC, and Windows administrators are referenced in table-level RBAC scenarios. There is no mention of Linux-specific event types (e.g., Linux audit logs) or Linux administrator use cases. While Syslog and CEF are referenced, these are not presented with the same prominence or detail as Windows examples, and there are no explicit Linux command-line or tool examples.
Recommendations
  • Include Linux-specific examples, such as granting access to Linux audit logs or other Linux-centric data sources.
  • Provide scenarios for Linux administrators, similar to those given for Windows administrators.
  • Add explicit Linux tool usage (e.g., Bash, Linux CLI, or Linux-native log forwarding agents) in configuration and collection examples.
  • Ensure parity in example detail and prominence between Windows and Linux data sources and user roles.
  • Reference Linux equivalents when mentioning Windows tools or patterns, and avoid presenting Windows examples first unless justified by usage statistics.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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
2025-08-29 00:01 #95 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 Clean Clean