The AI Buzz—and the Backlash AI has become the new zero-trust: everyone claims to have it, few can prove it works. When we recently sat down with two veteran CISOs from heavily regulated industries, the message was blunt: “If AI doesn’t save my analysts time or fit into the stack
Most teams treat a block as the end of the story: defense succeeded, move on. That’s true — but incomplete. Microsoft Defender and Sentinel do an excellent job surfacing and stopping threats. What many SOCs miss is the next step: turning those blocked alerts into fresh, environment-relevant threat intelligence that
Introduction The pace of innovation hasn’t slowed in 2025, and neither have we! With three impactful releases already rolled out, we continue to strengthen the VMRay Platform with comprehensive updates that empower analysts, enhance detection accuracy, and boost overall performance. Now, without further ado, let’s dive into the highlights of
Overview As announced In our VMRay 2025.3 Release highlights blogpost, our phishing detections on cloud are now powered with Computer Vision capabilities. This allows VMRay’s threat identifiers ( VTIs ) to detect brands and page structures based on how they appear to the end user, which makes them more resilient
Automation and AI are reshaping how Security Operations C enters (SOCs) work. That’s a good thing, but only if the systems you automate and the models you train are fed high-quality, reliable data. When you hand decision-making to AI-assisted investigators or automated playbooks, you need the behavioral truth. You need
Executive Summary VMRay strengthens the AI-enabled SOC by delivering high-fidelity, fact-based threat intelligence that powers accurate, explainable, and actionable AI outcomes. Better AI decisions: High-quality sandbox & TI data for training and enrichment. Explainable alerts: Human-readable evidence grounds AI in reality. Smarter triage: Verdicts and risk scores prioritize the right
Introduction Since the release of VMRay Platform 2025.2, we’ve had a busy start to the summer. Back then, we introduced SVG file analysis, a feature that continues to gain traction as threat actors increasingly adopt SVG-based phishing delivery techniques. If you’re curious about the evolution of SVG threats and how
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