Document Details
Use Matching Analytics To Detect Threats
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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by listing Windows-specific tools (Windows DNS, Windows Firewall) and connectors before or more prominently than Linux equivalents. Examples and solution links focus on Windows components, with no explicit Linux or cross-platform command-line examples (e.g., bash, Linux DNS, Linux firewall). Syslog is mentioned, but not elaborated with Linux-centric instructions or examples. There is a lack of parity in showing how Linux users would configure or triage incidents, and Windows terminology and tools are foregrounded throughout.
Recommendations
- Add explicit Linux-focused examples, such as configuring Syslog or Linux DNS connectors, and show how to ingest Linux firewall logs.
- Include screenshots and walkthroughs from Linux environments (e.g., Ubuntu, CentOS) to balance the visual representation.
- Mention and link to Linux-native tools (e.g., iptables, firewalld, BIND for DNS) and describe how their logs can be integrated.
- Ensure that connector tables and solution lists include Linux equivalents and are not Windows-first in ordering.
- Provide sample queries and triage steps using Linux-generated data to demonstrate parity.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
|
| 2026-01-13 00:00 | #246 | completed |
Biased
|
| 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 |
Biased
|
| 2026-01-06 18:15 | #225 | cancelled |
 Clean
|
| 2025-09-16 00:00 | #113 | completed |
Clean
|
| 2025-09-15 00:00 | #112 | completed |
Clean
|
| 2025-09-14 00:00 | #111 | completed |
Clean
|
| 2025-09-13 00:00 | #110 | completed |
Clean
|
| 2025-09-12 00:00 | #109 | completed |
Clean
|
| 2025-09-11 00:00 | #108 | completed |
Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Clean
|
| 2025-07-12 23:44 | #41 | cancelled |
Biased
|