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
missing_linux_example
powershell_heavy
Summary
The documentation demonstrates a Windows bias in several areas: Windows-specific technologies (EFS, DPAPI, BitLocker, Intune) are mentioned exclusively or before Linux equivalents, and examples are primarily for Windows environments (.NET, C#, ASP.NET, WCF). Linux alternatives (e.g., LUKS/dm-crypt for disk encryption) are only briefly referenced or omitted, and there are no Linux-specific code samples or configuration examples. The documentation also references Windows-centric tools and patterns (CryptoObfuscator, Intune, DPAPI) without providing parity for Linux or cross-platform scenarios.
Recommendations
  • Provide Linux-specific examples and references for file system encryption (e.g., LUKS, eCryptfs, GnuPG, OpenSSL).
  • When mentioning Windows tools (EFS, DPAPI, BitLocker), also mention and explain Linux equivalents (dm-crypt, LUKS, GnuPG) in parallel.
  • Include code samples for Linux environments (e.g., bash scripts, Python, configuration for nginx/apache) alongside .NET/C# examples.
  • Reference cross-platform or Linux-friendly obfuscation tools (e.g., ProGuard for Java, pyarmor for Python) when discussing binary obfuscation.
  • For mobile device management, mention Android Enterprise, Apple MDM, and Linux-based solutions in addition to Intune.
  • Balance references to Microsoft-centric technologies (Azure Key Vault, Intune, DPAPI) with open-source or cross-platform alternatives (HashiCorp Vault, GnuPG, OpenSSL).
  • Explicitly state platform applicability in each section and provide guidance for both Windows and Linux deployments.
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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
2026-01-11 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

Flagged Code Snippets