Document Details
Ransomware Detect Respond
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 focusing exclusively on Microsoft and Windows-centric tools (e.g., Defender for Cloud, Defender for Endpoint, PowerShell logs), mentioning Windows-specific attack vectors (RDP), and omitting equivalent Linux detection and response strategies or tools. There are no Linux-specific examples, guidance, or references to Linux security logs, tools, or incident response workflows.
Recommendations
- Include Linux-specific detection and response guidance, such as monitoring Linux audit logs, syslog, or journald for ransomware indicators.
- Provide examples of Linux endpoint protection tools (e.g., Microsoft Defender for Endpoint on Linux, ClamAV, or other EDR solutions) and how to use them for containment and mitigation.
- Mention Linux-specific attack vectors (e.g., SSH brute force) alongside RDP.
- Add instructions for isolating compromised Linux systems, including relevant commands or tools.
- Reference Linux incident response workflows and ticketing practices, ensuring parity with Windows guidance.
- Balance the order of presentation so that Linux and Windows are both addressed, or provide platform-agnostic recommendations where possible.
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
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Biased
|
| 2025-07-12 23:44 | #41 | cancelled |
Biased
|