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    <title>InfoQ - Mobile Privacy</title>
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      <title>Whatsapp Tests on Device ML for Scam Detection with Privacy Preserving Analytics</title>
      <link>https://www.infoq.com/news/2026/08/whatsapp-scam-alert-beta/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Mobile+Privacy</link>
      <description>&lt;img src="https://res.infoq.com/news/2026/08/whatsapp-scam-alert-beta/en/headerimage/generatedHeaderImage-1786843415541.jpg"/&gt;&lt;p&gt;WhatsApp is testing Scam Alert in limited beta, using on device machine learning to detect potential scam messages from non contacts. Meta's architecture keeps message content on the device while using confidential computing, Oblivious HTTP, differential privacy, and model transparency to measure performance and protect model delivery.&lt;/p&gt; &lt;i&gt;By Leela Kumili&lt;/i&gt;</description>
      <category>Mobile Apps</category>
      <category>AI Security</category>
      <category>Mobile Privacy</category>
      <category>Embedded Devices</category>
      <category>Mobile</category>
      <category>Encryption</category>
      <category>Data Analytics</category>
      <category>Alerting</category>
      <category>Security</category>
      <category>Data Privacy</category>
      <category>Model</category>
      <category>Cloudflare</category>
      <category>Machine Learning</category>
      <category>DevOps</category>
      <category>AI, ML &amp; Data Engineering</category>
      <category>Development</category>
      <category>Architecture &amp; Design</category>
      <category>news</category>
      <pubDate>Wed, 19 Aug 2026 14:17:00 GMT</pubDate>
      <guid>https://www.infoq.com/news/2026/08/whatsapp-scam-alert-beta/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Mobile+Privacy</guid>
      <dc:creator>Leela Kumili</dc:creator>
      <dc:date>2026-08-19T14:17:00Z</dc:date>
      <dc:identifier>/news/2026/08/whatsapp-scam-alert-beta/en</dc:identifier>
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