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_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by referencing Windows-specific tools, terminology, and event types (such as registry events, Windows Defender Antivirus, and Active Directory) without providing equivalent Linux examples or acknowledging Linux endpoints. The examples and tables focus exclusively on Windows-centric Defender components and data sources, and there is no mention of Linux systems, Linux event ingestion, or cross-platform considerations.
Recommendations
  • Include examples and guidance for integrating Linux endpoints with Microsoft Defender XDR and Microsoft Sentinel, such as supported Linux distributions and required agents.
  • Add documentation on how to ingest Linux security events (e.g., syslog, auditd, SSH logins) into Sentinel via Defender XDR, if supported.
  • Mention Linux-specific tables or event types, or clarify the limitations regarding Linux data ingestion.
  • Provide parity in instructions for configuring connectors and verifying ingestion from Linux systems, including relevant KQL queries.
  • Explicitly state platform support and limitations for non-Windows environments in the prerequisites and connector configuration sections.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets