<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title><![CDATA[(darktrace.com) The Erosion of Disclosure: How AI-Driven Vulnerability Discovery Reshapes Defensive Strategies]]></title><description><![CDATA[<p>(darktrace.com) The Erosion of Disclosure: How AI-Driven Vulnerability Discovery Reshapes Defensive Strategies</p><p>AI-driven vulnerability discovery (e.g., Anthropic Mythos) is eroding the efficacy of disclosure-based defenses, enabling pre-CVE exploitation and widening attacker-defender asymmetry.</p><p>In brief - AI systems are accelerating zero-day discovery, rendering patch-centric defenses inadequate. Behavioral detection and Zero Trust frameworks are now critical to counter pre-disclosure threats.</p><p>Technically - AI tools like Mythos and autonomous pentesters (e.g., XBOW) automate vulnerability identification, driving a 32% CVE increase in 2024. Traditional patch management fails against pre-disclosure exploits (e.g., Ivanti, SAP NetWeaver). Behavioral detection (e.g., Darktrace’s anomaly monitoring) identifies deviations from baselines, enabling pre-disclosure threat containment. Zero Trust architectures must prioritize continuous monitoring and rapid anomaly response over reactive patching.</p><p>Source: <a href="https://www.darktrace.com/blog/mythos-vs-ethos-defending-in-an-era-of-ai-accelerated-vulnerability-discovery" rel="nofollow noopener"><span>https://www.</span><span>darktrace.com/blog/mythos-vs-e</span><span>thos-defending-in-an-era-of-ai-accelerated-vulnerability-discovery</span></a></p><p><a href="https://swecyb.com/tags/Cybersecurity" rel="tag">#<span>Cybersecurity</span></a> <a href="https://swecyb.com/tags/ThreatIntel" rel="tag">#<span>ThreatIntel</span></a></p>]]></description><link>https://board.circlewithadot.net/topic/d07dfd55-e88b-4274-a5ca-0549a932c4d0/darktrace.com-the-erosion-of-disclosure-how-ai-driven-vulnerability-discovery-reshapes-defensive-strategies</link><generator>RSS for Node</generator><lastBuildDate>Fri, 15 May 2026 04:57:47 GMT</lastBuildDate><atom:link href="https://board.circlewithadot.net/topic/d07dfd55-e88b-4274-a5ca-0549a932c4d0.rss" rel="self" type="application/rss+xml"/><pubDate>Thu, 30 Apr 2026 12:24:57 GMT</pubDate><ttl>60</ttl></channel></rss>