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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>
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      <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, encountered a few real-world misconfigurations along the way, 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;Experiment time&lt;/strong&gt;&lt;br&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;/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;Command run in "Invoke-AtomicTest T1027" in power shell to command technique used by attackers to hide malicious payload.&lt;/p&gt;

&lt;p&gt;Experiment #3 T1078: Valid Account&lt;br&gt;
  Test SIEM detection abuse techniques using T1078 (Valid Accounts). This experiment verifies whether administrative or newly created account logons, account modifications trigger the expected detection rules and alerts in Wazuh.&lt;/p&gt;

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

&lt;p&gt;Running these experiments highlighted the direct connection between endpoint configuration and SIEM visibility: without proper log verbosity, 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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