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    <title>Data-Pipelines on microsegment.io</title>
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      <title>AI Data Pipelines Need Containment</title>
      <link>https://microsegment.io/post/2026-07-21-ai-data-pipelines-need-containment/</link>
      <pubDate>Tue, 21 Jul 2026 00:00:00 +0000</pubDate>
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      <description>&lt;p&gt;Security teams are used to treating uploaded executables as hostile. Uploaded datasets often receive less suspicion.&lt;/p&gt;&#xA;&lt;p&gt;That distinction no longer holds.&lt;/p&gt;&#xA;&lt;p&gt;On July 16, 2026, &lt;a href=&#34;https://huggingface.co/blog/security-incident-july-2026&#34;&gt;Hugging Face disclosed an intrusion&lt;/a&gt; that started in its dataset-processing pipeline. A malicious dataset abused two code-execution paths: a remote-code dataset loader and template injection in a dataset configuration. The attacker reached a processing worker, escalated to node-level access, harvested cloud and cluster credentials, and moved laterally into several internal clusters.&lt;/p&gt;</description>
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