Document Details
Normalization Schema V1
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
windows_examples
Summary
The documentation page exhibits mild Windows bias. Several example values and field names reference Windows-centric concepts, such as file paths (C:\Malicious\ImNotMalicious.exe), file extensions (.exe), user domains (WORKGROUP, DESKTOP), and device types (Ethernet adapter, Microsoft Hyper-V Network Adapter). The HTTP user agent example includes 'Windows NT 10.0', and user IDs reference SIDs, which are Windows-specific. There is little mention of Linux/Unix equivalents or diversity in examples, and Windows terminology appears first or exclusively in several places.
Recommendations
- Include Linux/Unix-centric examples alongside Windows ones, such as file paths (/var/log/malicious.sh), file extensions (.sh, .elf), and device names (eth0, wlan0).
- Provide examples of user domains and IDs relevant to Linux/Unix (e.g., UID, GID, local groups) in addition to Windows SIDs and domains.
- Balance references to Windows tools (e.g., Hyper-V, Ethernet adapter) with Linux/Unix equivalents (e.g., KVM, veth, tun/tap).
- Ensure that examples and terminology are platform-neutral or alternate between Windows and Linux/Unix, rather than defaulting to Windows-first.
- Clarify that the schema is intended for cross-platform use and explicitly mention support for Linux/Unix devices and logs.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
 Clean
|
| 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
|