Bias Analysis
Detected Bias Types
windows_first
windows_tools
missing_linux_example
Summary
The documentation is heavily focused on Windows, as registry events are inherently Windows-specific. All examples, terminology, and references are Windows-centric (e.g., Windows Registry, Sysmon, Windows EDR, HKEY_LOCAL_MACHINE, C:\Windows paths). There are no Linux equivalents or examples, and Windows tools and patterns are mentioned exclusively. Even when discussing process IDs, the Linux mention is secondary and lacks concrete Linux context or examples.
Recommendations
- Explicitly state that the schema is Windows-specific and clarify that Linux does not have a direct registry equivalent.
- If relevant, provide guidance or references for Linux systems regarding comparable configuration or persistence mechanisms (e.g., Linux config files, dconf, gsettings, etc.), and how those might be monitored or normalized in Microsoft Sentinel.
- Add a section comparing Windows Registry events to Linux/Unix configuration changes, highlighting differences and possible monitoring strategies.
- Where fields (such as process IDs) are applicable to both Windows and Linux, provide Linux-specific examples and normalization guidance.
- If the schema is intended to be extensible for other platforms, outline how it could be adapted for non-Windows systems.
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