<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Deepfake on CuraSec</title><link>https://curasec.metacog.co.kr/tags/deepfake/</link><description>Recent content in Deepfake on CuraSec</description><generator>Hugo</generator><language>en-us</language><lastBuildDate>Mon, 31 Aug 2026 19:07:02 +0000</lastBuildDate><atom:link href="https://curasec.metacog.co.kr/tags/deepfake/index.xml" rel="self" type="application/rss+xml"/><item><title>TaintedPixels: Proactive Watermarking to Expose Deepfake Videos</title><link>https://curasec.metacog.co.kr/insights/2026-08-31-can-tainted-pixels-expose-deepfake-videos/</link><pubDate>Mon, 31 Aug 2026 19:07:02 +0000</pubDate><guid>https://curasec.metacog.co.kr/insights/2026-08-31-can-tainted-pixels-expose-deepfake-videos/</guid><description>&lt;ul>
&lt;li>&lt;strong>Engineer — Learn:&lt;/strong> Novel proactive defense that embeds perturbations into facial video regions to surface manipulation artifacts post-edit — no deployable product yet, but relevant to teams building video authentication or media integrity pipelines.&lt;/li>
&lt;li>&lt;strong>SOC/IR — Skip&lt;/strong>&lt;/li>
&lt;li>&lt;strong>Leader — Skip&lt;/strong>&lt;/li>
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