<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Vulnerability-Detection on CuraSec</title><link>https://curasec.metacog.co.kr/tags/vulnerability-detection/</link><description>Recent content in Vulnerability-Detection on CuraSec</description><generator>Hugo</generator><language>en-us</language><lastBuildDate>Mon, 10 Aug 2026 13:39:41 +0000</lastBuildDate><atom:link href="https://curasec.metacog.co.kr/tags/vulnerability-detection/index.xml" rel="self" type="application/rss+xml"/><item><title>CyberLLM: Multi-Agent LLM Framework for Automotive SDV Security</title><link>https://curasec.metacog.co.kr/insights/2026-08-10-cyberllm-a-multi-agent-llm-framework-for-autonomous-detectio/</link><pubDate>Mon, 10 Aug 2026 13:39:41 +0000</pubDate><guid>https://curasec.metacog.co.kr/insights/2026-08-10-cyberllm-a-multi-agent-llm-framework-for-autonomous-detectio/</guid><description>&lt;ul>
&lt;li>&lt;strong>Engineer — Learn:&lt;/strong> The hybrid deterministic-plus-LLM pipeline (regex/AST/topology plus LLM refinement) that roughly doubles vulnerability coverage over static rules alone is worth tracking as a design pattern for AppSec tooling, though the automotive ECU focus makes it directly applicable only in that niche.&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></channel></rss>