Document Details
Normalization Schema Authentication
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
Summary
The documentation references Windows as an example OS in several places (e.g., 'Windows sends several authentication events'), and Windows-style values (such as domain\hostname formats and SIDs) are used in example field values. However, the schema itself is designed to be cross-platform, supporting Linux, macOS, cloud, and third-party sources. No examples or patterns are exclusively Windows, and Linux/macOS equivalents are not omitted, but Windows is often mentioned first or as the primary example.
Recommendations
- Include Linux/macOS examples alongside Windows in field value examples (e.g., show a Linux hostname, a Linux user, or a Linux authentication protocol such as SSH).
- When describing formats (e.g., FQDN), clarify support for Linux/macOS conventions, not just Windows domain\hostname.
- In introductory text, mention that authentication events can come from Linux, macOS, and network devices, not just Windows.
- Balance examples so that Windows is not always the first or only example given.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-22 01:38 | #286 | completed |
Biased
|
| 2026-01-21 00:00 | #278 | completed |
 Clean
|
| 2026-01-18 00:00 | #266 | completed |
Biased
|
| 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
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Clean
|
| 2025-07-12 23:44 | #41 | cancelled |
Biased
|