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
Summary
The documentation demonstrates mild Windows bias through the use of Windows-centric terminology, examples, and field values. Several example values and field names reference Windows-specific concepts (e.g., 'WORKGROUP', 'DESKTOP', 'C:\Malicious\ImNotMalicious.exe', 'Microsoft Hyper-V Network Adapter', 'SIDs', and Windows-style user agents). Windows tools and patterns are mentioned (e.g., SIDs, file paths, device domains) without equivalent Linux/Unix examples or terminology. While the schema itself is platform-agnostic, the examples and field descriptions favor Windows environments and do not provide Linux/Unix parity.
Recommendations
  • Add Linux/Unix-centric examples alongside Windows examples for fields such as file paths (e.g., '/var/tmp/malicious.sh'), device domains (e.g., 'ubuntu', 'debian'), and network interfaces (e.g., 'eth0', 'wlan0').
  • Include Linux/Unix user and group identifiers (e.g., UID/GID) in the 'User ID' field description and examples, not just Windows SIDs and Entra IDs.
  • Reference Linux/Unix authentication and device concepts where relevant (e.g., PAM, /etc/passwd, systemd, etc.).
  • Provide example values for fields like 'UserDomain', 'Device Name', and 'FilePath' that reflect Linux/Unix environments.
  • Clarify that the schema is intended to be cross-platform and encourage contributors to supply examples from multiple OS families.
GitHub Create Pull Request

Scan History

Date Scan Status Result
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