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
windows_tools
missing_linux_example
Summary
The documentation is heavily Windows-centric, focusing exclusively on Windows Registry events and their normalization. All examples, terminology, and references are specific to Windows (e.g., Registry keys, value types, process paths, user IDs). There are no Linux equivalents or examples, and Windows tools and patterns (such as Sysmon, EDR, and registry key formats) are mentioned exclusively. Even when process IDs are discussed, Linux is only briefly mentioned in a note, with no Linux-specific guidance or examples.
Recommendations
  • Explicitly state that the schema is Windows-specific, and clarify its applicability (or lack thereof) to Linux and other platforms.
  • If Linux registry-like activity is relevant (e.g., dconf, gsettings, etc.), provide equivalent normalization guidance or examples.
  • Add a section comparing Windows Registry events to Linux configuration or system events, explaining differences and possible normalization approaches.
  • Where process-related fields are discussed (e.g., process IDs, process names), provide Linux examples alongside Windows ones.
  • If the schema is intended to be extended to other platforms, outline how to do so and what fields would differ.
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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