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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by providing a security rule example and query specifically for Windows server sign-in failures, without offering equivalent examples for Linux VMs. The tip and example query reference Windows event codes and authentication patterns, and there is no mention of Linux audit logs or how to create similar rules for Linux-based VMs. The documentation also refers to 'Operating system' in a generic way but does not provide explicit Linux guidance or parity in examples.
Recommendations
- Include equivalent security rule examples for Linux VMs, such as detecting failed SSH login attempts using Linux audit logs or syslog.
- Provide example queries for Linux authentication events (e.g., using Syslog or Auditd data in Log Analytics).
- Add tips or notes clarifying how Linux users can adapt the instructions, including relevant event codes and log sources.
- Ensure screenshots and step-by-step instructions reference both Windows and Linux scenarios where applicable.
Create Pull Request
Scan History
| Date |
Scan |
Status |
Result |
| 2026-01-12 00:00 |
#99
|
completed |
Biased
|
| 2026-01-11 06:20 |
#98
|
completed |
Biased
|
| 2026-01-10 00:00 |
#92
|
completed |
Clean
|
| 2026-01-09 00:00 |
#87
|
cancelled |
Clean
|
| 2026-01-06 22:28 |
#78
|
completed |
Clean
|
| 2025-12-29 18:00 |
#48
|
cancelled |
Biased
|
| 2025-12-15 00:00 |
#7
|
completed |
Clean
|
| 2025-12-14 05:05 |
#6
|
completed |
Clean
|
Flagged Code Snippets