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_tools
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by referencing Windows-specific tools (e.g., Defender for Endpoint, PowerShell Operational logs, Security Event log) and patterns (RDP, Windows event logs) without mentioning Linux equivalents or providing Linux-specific guidance. Examples and recommendations are focused on Windows environments and Azure VMs, with no discussion of Linux detection/response patterns, logs, or tools. Windows terminology and tools are presented first and exclusively, leaving Linux users without clear parity.
Recommendations
- Include explicit guidance for Linux VMs in Azure, such as monitoring syslog, auth.log, and Linux-specific ransomware indicators.
- Provide examples of containment and response actions for Linux systems, including commands and tools (e.g., iptables, fail2ban, Linux EDR solutions).
- Mention Linux equivalents for event log monitoring and security tool disabling (e.g., auditd, systemd-journald).
- Reference cross-platform security solutions and clarify which recommendations apply to Linux, Windows, or both.
- Add Linux-specific resources and links for ransomware detection and response in Azure environments.
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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
|