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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