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
powershell_heavy
windows_tools
Summary
The documentation is generally platform-neutral, focusing on cloud-based detection scenarios in Microsoft Sentinel. However, several sections reference Windows-specific tools and technologies, such as PowerShell and Windows Management Instrumentation (WMI), as examples of suspicious activity. These references are not accompanied by Linux/macOS equivalents or examples, which may create friction for organizations with non-Windows endpoints.
Recommendations
  • Where PowerShell or WMI are mentioned as examples of suspicious activity, add notes or examples for Linux/macOS equivalents (e.g., suspicious Bash scripts, Python execution, or use of Linux-native credential dumping tools like 'gsecdump' or 'LaZagne').
  • Clarify whether the detection scenarios apply to non-Windows endpoints and, if so, provide guidance or references for how similar malicious behaviors would be detected on Linux/macOS.
  • In sections referencing Windows-specific attack techniques, briefly mention common cross-platform alternatives or note Sentinel's coverage for those platforms.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased