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

Bias Types:
⚠️ windows_first
⚠️ windows_tools
⚠️ windows_heavy_examples
Summary:
The documentation demonstrates a Windows-first bias in several areas. In field descriptions and examples, Windows formats (such as SID, domain\username, and Windows session IDs) are consistently listed before Linux or other equivalents. Windows-specific terminology and examples (e.g., C:\Windows\System32\svchost.exe, Contoso\johndow) are prevalent, while Linux examples are present but less prominent and rarely first. Some field descriptions provide detailed guidance for Windows (such as session ID conversion) without equivalent Linux-specific notes. There are no PowerShell command examples or explicit omission of Linux tools, but the overall pattern prioritizes Windows concepts and formats.
Recommendations:
  • Alternate the order of Windows and Linux examples and formats in field descriptions and tables, or list them alphabetically to avoid implicit prioritization.
  • Provide Linux-specific guidance and notes where Windows-specific advice is given (e.g., for session IDs or process paths).
  • Include more Linux-centric examples (e.g., /usr/bin/sshd for ActingAppName, Linux UIDs and group names) alongside Windows examples.
  • Where normalization is discussed, explicitly mention both Windows and Linux normalization patterns and field names.
  • Ensure that all field types and enumerations include Linux and cross-platform values with equal prominence.
  • Consider adding a section or examples that show how the schema applies to Linux-only environments.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased