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
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. Windows and Windows Server are mentioned explicitly as examples for encryption in transit (SMB 3.0), while Linux equivalents are not discussed. There is a reference to PowerShell attacks in the context of Defender for Cloud, with no comparable Linux scripting example. Windows tools and protocols (SMB, smartcard authentication, Secure Admin Workstations) are referenced without Linux alternatives or parity. Linux is mentioned only in the context of Defender for Cloud detecting attacks against Linux machines, but not in configuration or operational examples. No Linux-specific tools, patterns, or best practices are provided, and examples or explanations tend to default to Windows technologies.
Recommendations
  • Include Linux-specific examples for encryption in transit, such as NFSv4.2 with Kerberos, or SSH/SFTP for secure file transfers.
  • Mention Linux authentication and admin workstation equivalents, such as using SSH keys, Linux bastion hosts, or privileged access management tools for Linux.
  • Provide Linux scripting attack detection examples alongside PowerShell (e.g., bash, Python, or Perl attacks).
  • Discuss Linux disk encryption options (e.g., dm-crypt, LUKS) in parallel with Azure disk encryption for Windows.
  • Reference Linux file sharing protocols (e.g., NFS, Samba) and their security configurations.
  • Ensure that best practices and operational guidance are platform-neutral or provide parity between Windows and Linux environments.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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
2025-09-07 00:00 #104 completed Clean Clean
2025-08-07 00:00 #73 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased