Sad Tux - Windows bias detected
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
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation provides only a PowerShell script example for programmatically accessing audit logs, with no equivalent example for Linux users (e.g., Bash/cURL). The script assumes use of PowerShell, which is traditionally a Windows tool, and there is no mention of Linux-native tools or cross-platform alternatives. This may disadvantage users on Linux or macOS platforms.
Recommendations
  • Add a Bash/cURL example for querying the Microsoft Graph API to retrieve audit logs, demonstrating how to authenticate and paginate results.
  • Explicitly mention that PowerShell Core is cross-platform and can be used on Linux/macOS, or provide installation instructions for non-Windows users.
  • Where possible, provide both Windows (PowerShell) and Linux (Bash/cURL or Python) script examples side by side.
  • Reference Linux-native tools (e.g., jq for JSON processing) in the context of handling API responses.
  • Clarify in the documentation that the API can be accessed from any platform, not just Windows, and provide guidance for Linux users.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Biased Biased
2025-09-15 00:00 #112 completed Biased Biased
2025-09-14 00:00 #111 completed Biased Biased
2025-09-13 00:00 #110 completed Biased Biased
2025-09-12 00:00 #109 completed Biased Biased
2025-09-11 00:00 #108 completed Biased Biased
2025-09-09 00:00 #106 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 21:17 #46 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-13 20:32 #43 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets

# This script requires an application registration that's granted Microsoft Graph API permission
# https://learn.microsoft.com/azure/active-directory-b2c/microsoft-graph-get-started

# Constants
$ClientID       = "your-client-application-id-here"       # Insert your application's client ID, a GUID
$ClientSecret   = "your-client-application-secret-here"   # Insert your application's client secret value
$tenantdomain   = "your-b2c-tenant.onmicrosoft.com"       # Insert your Azure AD B2C tenant domain name

$loginURL       = "https://login.microsoftonline.com"
$resource       = "https://graph.microsoft.com"           # Microsoft Graph API resource URI
$7daysago       = "{0:s}" -f (get-date).AddDays(-7) + "Z" # Use 'AddMinutes(-5)' to decrement minutes, for example
Write-Output "Searching for events starting $7daysago"

# Create HTTP header, get an OAuth2 access token based on client id, secret and tenant domain
$body       = @{grant_type="client_credentials";resource=$resource;client_id=$ClientID;client_secret=$ClientSecret}
$oauth      = Invoke-RestMethod -Method Post -Uri $loginURL/$tenantdomain/oauth2/token?api-version=1.0 -Body $body

# Parse audit report items, save output to file(s): auditX.json, where X = 0 through n for number of nextLink pages
if ($oauth.access_token -ne $null) {
    $i=0
    $headerParams = @{'Authorization'="$($oauth.token_type) $($oauth.access_token)"}
    $url = "https://graph.microsoft.com/v1.0/auditLogs/directoryAudits?`$filter=loggedByService eq 'B2C' and activityDateTime gt  " + $7daysago

    # loop through each query page (1 through n)
    Do {
        # display each event on the console window
        Write-Output "Fetching data using Uri: $url"
        $myReport = (Invoke-WebRequest -UseBasicParsing -Headers $headerParams -Uri $url)
        foreach ($event in ($myReport.Content | ConvertFrom-Json).value) {
            Write-Output ($event | ConvertTo-Json)
        }

        # save the query page to an output file
        Write-Output "Save the output to a file audit$i.json"
        $myReport.Content | Out-File -FilePath audit$i.json -Force
        $url = ($myReport.Content | ConvertFrom-Json).'@odata.nextLink'
        $i = $i+1
    } while($url -ne $null)
} else {
    Write-Host "ERROR: No Access Token"
}