<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Ai-Detection on CuraSec</title><link>https://curasec.metacog.co.kr/tags/ai-detection/</link><description>Recent content in Ai-Detection 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/ai-detection/index.xml" rel="self" type="application/rss+xml"/><item><title>EDA Attack Breaks Semantic LLM Watermarks; k-SwordStamp Proposed Fix</title><link>https://curasec.metacog.co.kr/insights/2026-08-31-semantic-watermarking-with-order-robust-detection-over-sub-s/</link><pubDate>Mon, 31 Aug 2026 19:07:02 +0000</pubDate><guid>https://curasec.metacog.co.kr/insights/2026-08-31-semantic-watermarking-with-order-robust-detection-over-sub-s/</guid><description>&lt;ul>
&lt;li>&lt;strong>Engineer — Learn:&lt;/strong> If you rely on semantic watermarking to detect AI-generated content in your pipeline, this research shows existing schemes are brittle to embedding displacement attacks — worth tracking before committing to a vendor or open-source scheme, but no change to running systems today.&lt;/li>
&lt;li>&lt;strong>SOC/IR — Skip&lt;/strong>&lt;/li>
&lt;li>&lt;strong>Leader — Skip&lt;/strong>&lt;/li>
&lt;/ul></description></item><item><title>Anthropic plans text watermarking for Claude AI-generated content</title><link>https://curasec.metacog.co.kr/insights/2026-08-15-how-anthropic-plans-to-watermark-claude-s-ai-generated-text/</link><pubDate>Sat, 15 Aug 2026 11:32:14 +0000</pubDate><guid>https://curasec.metacog.co.kr/insights/2026-08-15-how-anthropic-plans-to-watermark-claude-s-ai-generated-text/</guid><description>&lt;ul>
&lt;li>&lt;strong>Engineer — Learn:&lt;/strong> Emerging AI watermarking techniques may influence how teams detect or validate AI-generated content in pipelines; no action required today as this is still a planned capability.&lt;/li>
&lt;li>&lt;strong>SOC/IR — Skip&lt;/strong>&lt;/li>
&lt;li>&lt;strong>Leader — Learn:&lt;/strong> AI content provenance is a developing governance area; worth tracking for future policy on AI-generated content in internal and customer-facing communications.&lt;/li>
&lt;/ul></description></item></channel></rss>