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    <title>DEV Community: Zehra Begum</title>
    <description>The latest articles on DEV Community by Zehra Begum (@zehra_begum_5b8656de724aa).</description>
    <link>https://dev.to/zehra_begum_5b8656de724aa</link>
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      <title>DEV Community: Zehra Begum</title>
      <link>https://dev.to/zehra_begum_5b8656de724aa</link>
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    <item>
      <title>Ox2A Security Blog</title>
      <dc:creator>Zehra Begum</dc:creator>
      <pubDate>Tue, 29 Sep 2026 02:57:30 +0000</pubDate>
      <link>https://dev.to/zehra_begum_5b8656de724aa/ox2a-security-blog-4i1h</link>
      <guid>https://dev.to/zehra_begum_5b8656de724aa/ox2a-security-blog-4i1h</guid>
      <description>&lt;p&gt;&lt;strong&gt;Testing Windows Defender and Wazuh with Atomic Red Team&lt;/strong&gt;&lt;br&gt;
Posted on September, 28 by Zehra Begum&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Introduction&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Building my first SIEM deployment  hands-on  cybersecurity journey with log aggregation, network visibility, and threat detection. I cover how I stood up and modified a baseline SIEM environment, and ran attack commands using Atomic Red Team (ART) to see how those activities surfaced in our logs.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Whoami&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;My name is a Zehra Begum, and i am field to specialize in network security and threat detection. This post represents my very first contribution to the cybersecurity community. I hope sharing my process, mistakes, and findings helps other aspiring analysts on a similar path.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Setup&lt;/strong&gt;&lt;br&gt;
    I opened to establish the ‘observer’ Apache logs as a new log source in the SIEM.&lt;br&gt;
To do so, I added the following to (/var/ossec/etc/ossec.conf) the ossec.conf file:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F78e3tvndrwf23sf0ypb5.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F78e3tvndrwf23sf0ypb5.png" alt=" " width="799" height="499"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;After updating the configuration file, i restarted the Wazuh to apply the changes and logs collection.&lt;br&gt;
sudo systemctl restart wazuh-agent&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Experiment time&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Experiment #1 T1053.005:Scheduled Task&lt;br&gt;
               In the first experiment i tested the MITRE ATT&amp;amp;CK technique T1053.005 - Scheduled Task Running command Atomic tests on Ad01 verifies events trigger alert rules in Wazuh.&lt;br&gt;
After running the command i checked wazuh's discover dashboard with the filter agent.name ad01 and see the modification was detected.&lt;br&gt;
&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F99kuv2yhgjk7hkbatkj4.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F99kuv2yhgjk7hkbatkj4.png" alt=" " width="799" height="332"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Experiment #2 T1027: Obfuscated Files or Information&lt;/p&gt;

&lt;p&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;Second experiment i opened up powerShell and ran Import-Module "C:\AtomicRedTeam\invoke-atomicredteam\Invoke-AtomicRedTeam.psd1" -Force then i disabled Windows Defender so the test could run smoothly then i connected to computer name ad01 my work station using password i installed everything needed to run the test on that remote computer.&lt;br&gt;
I ran the atomic test using Invoke-AtomicTest T1027 -Session $sess and waited for the tests to complete. when the test were completed then i ran Invoke-AtomicTest T1027 -cleanup -Session $sess to clean up and then i checked the Wazuh security logs to make sure every thing was recorded.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ft4ohfo87oizfq00x6fwz.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ft4ohfo87oizfq00x6fwz.png" alt=" " width="799" height="246"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fzdopj54vsqbn797hwv42.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fzdopj54vsqbn797hwv42.png" alt=" " width="799" height="217"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftphz3loah7651lzvuz8h.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ftphz3loah7651lzvuz8h.png" alt=" " width="799" height="215"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Conclusion&lt;/strong&gt; &lt;/p&gt;

&lt;p&gt;Running these experiments i confirmed that my SIEM deployment is successfully capturing and correlating important security events, highlighted the direct connection between endpoint configuration and SIEM visibility with proper log, critical attack vectors remain invisible.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Final thoughts&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
   Coolest Thing Learned:&lt;br&gt;
 Seeing raw adversary actions executed via Atomic Red Team instantly transform into structured alerts and structured log fields inside the SIEM dashboard.&lt;br&gt;
 Don't panic when logs don't show up immediately. Systematically isolate the path from event creation.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Refrences&lt;/strong&gt;&lt;br&gt;
 Wazuh Documentation&lt;br&gt;
 Atomic RED Team Work Station&lt;br&gt;
 MITRE ATT&amp;amp;CK Technique Reference&lt;/p&gt;

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      <category>cybersecurity</category>
      <category>security</category>
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