Document Details
Threat Detection
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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation demonstrates a bias toward Windows environments by focusing on PowerShell-based automation (Azure Automation, DSC) and referencing Windows-native tools and patterns (e.g., PowerShell scripts, antimalware event logs, registry entries). There are no Linux-specific examples, tools, or equivalent automation/configuration management solutions mentioned. The documentation assumes familiarity with Windows-centric technologies and omits guidance for Linux users.
Recommendations
- Include Linux-specific examples for automation and configuration management, such as using Azure Automation with Python runbooks or integrating with Ansible/Chef/Puppet.
- Mention and provide guidance for using Linux-native security tools (e.g., auditd, fail2ban, ClamAV) in Azure VMs alongside or as alternatives to Microsoft Antimalware.
- Provide parity in event collection and monitoring examples, such as how to collect and analyze syslog and Linux audit logs in Azure Monitor.
- Reference Linux equivalents when discussing PowerShell DSC, such as Azure Automation State Configuration for Linux or third-party configuration management tools.
- Ensure that all sections referencing PowerShell or Windows-specific features also mention whether and how similar functionality is available for Linux environments.
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Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
 Clean
|
| 2026-01-13 00:00 | #246 | completed |
Clean
|
| 2026-01-11 00:00 | #240 | completed |
Biased
|
| 2026-01-10 00:00 | #237 | completed |
Biased
|
| 2026-01-09 00:34 | #234 | completed |
Biased
|
| 2026-01-08 00:53 | #231 | completed |
Clean
|
| 2026-01-06 18:15 | #225 | cancelled |
Clean
|
| 2025-09-09 00:00 | #106 | completed |
Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Biased
|
| 2025-07-12 23:44 | #41 | cancelled |
Biased
|