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 page demonstrates Windows bias by exclusively referencing Microsoft Defender XDR, Microsoft Sentinel, and related Microsoft security products, all of which are primarily Windows-centric. There are no examples, instructions, or mentions of Linux-specific tools, workflows, or integration patterns. The documentation assumes usage of Microsoft portals and services, which are typically accessed from Windows environments, and does not address Linux-based security operations or alternative SIEM/XDR solutions. No PowerShell examples are present, but the overall approach and terminology are Windows-focused, with no parity for Linux users.
Recommendations
  • Add explicit instructions or examples for integrating Microsoft Sentinel and Defender XDR with Linux-based systems, such as using Linux agents or connectors.
  • Include references to Linux-compatible tools and workflows for incident investigation and response within Sentinel.
  • Provide parity in documentation by mentioning how Linux endpoints and servers are onboarded, monitored, and correlated in Defender XDR and Sentinel.
  • Highlight any limitations or differences when using Defender XDR and Sentinel in Linux environments, and offer guidance for Linux-first organizations.
  • If advanced hunting or custom detection rules can be authored or executed from Linux environments, provide examples using Bash, Python, or other Linux-native scripting languages.
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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 Clean Clean
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Clean Clean
2025-07-24 00:00 #59 completed Clean Clean
2025-07-23 00:00 #58 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-21 00:00 #56 completed Clean Clean
2025-07-19 13:51 #54 completed Clean Clean
2025-07-17 00:00 #53 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean