Bias Analysis
Detected Bias Types
windows_first
windows_examples
windows_terms
Summary
The documentation is generally source-agnostic and protocol-focused, but there are several instances of Windows-centric terminology and examples. Windows domain formats (domain\hostname), Windows-style hostnames, and Windows-specific user/process examples are presented first or exclusively. Linux equivalents (e.g., FQDN, process paths) are mentioned but often as secondary notes. No Linux/macOS-specific examples or terminology are provided, and the documentation does not offer parity in illustrating how Linux systems might represent or log DNS events.
Recommendations
- Include Linux/macOS-specific examples for fields such as hostnames, process names, and user identifiers (e.g., /usr/bin/bash, UID formats, FQDN-only hostnames).
- Present FQDN and Linux-style formats before or alongside Windows formats when describing fields that can have multiple representations.
- Add explicit notes or examples for how Linux/macOS DNS servers (e.g., BIND, Unbound, dnsmasq) log or represent relevant schema fields.
- Where Windows domain terminology is used, clarify how Linux systems would populate those fields or if they would be left blank.
- Ensure that process and user field descriptions include Linux/macOS conventions (e.g., numeric UIDs, /proc paths, etc.).
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