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    <title>InfoQ - Mobile Privacy - News</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-news</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>Encryption</category>
      <category>Data Privacy</category>
      <category>AI Security</category>
      <category>Mobile Privacy</category>
      <category>Mobile</category>
      <category>Machine Learning</category>
      <category>Model</category>
      <category>Cloudflare</category>
      <category>Mobile Apps</category>
      <category>Embedded Devices</category>
      <category>Data Analytics</category>
      <category>Alerting</category>
      <category>Security</category>
      <category>Development</category>
      <category>AI, ML &amp; Data Engineering</category>
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      <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-news</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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