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
windows_tools
Summary
The documentation is heavily focused on Windows Registry events, with all examples, terminology, and references specific to Windows. Windows tools and concepts (e.g., Sysmon, Registry keys, IFEO, HKEY_LOCAL_MACHINE) are mentioned exclusively, and there are no Linux equivalents or cross-platform considerations. Linux is only briefly mentioned in the context of process IDs, with no examples or guidance for Linux systems.
Recommendations
  • Explicitly state that the schema is Windows-specific, and clarify cross-platform limitations.
  • If Linux or macOS equivalents exist (e.g., dconf, gsettings, /etc configuration files), mention them and provide guidance on how similar events could be normalized or mapped.
  • Add examples or notes for Linux systems where relevant fields (such as process IDs) might differ, or clarify that certain fields are not applicable.
  • Provide a comparison table or section outlining how registry-like activity is handled on non-Windows platforms, even if only to state that such events are not supported.
  • Ensure that references to tools (e.g., Sysmon, IFEO) are clearly marked as Windows-only, and suggest analogous monitoring approaches for Linux if possible.
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Scan History

Date Scan Status Result
2026-01-22 01:38 #286 completed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased