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2 posts tagged with "Security Automation"

Automating security operations and responses

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AI-Powered Vulnerability Prioritization: How Machine Learning Is Revolutionizing CVSS and EPSS in 2025

· 15 min read
Chief Technology Officer

Traditional vulnerability management is drowning. With over 28,000 CVEs published annually and security teams facing a 4.2 million talent shortage, the old approach of "patch everything above CVSS 7.0" is not just inefficient—it's dangerous. Enter the AI revolution: Machine learning models that predict exploitation with 94% accuracy, reduce false positives by 87%, and cut remediation time by 73%. This deep dive reveals how AI is transforming CVSS and EPSS scoring, why 78% of organizations have already adopted AI-powered vulnerability assessment, and provides a practical implementation guide for revolutionizing your risk management strategy.

From 10,000 Alerts to 10: How SOAR and Security Automation Transform SOC Operations

· 12 min read
Incident Response Specialist
Chief Technology Officer

The modern SOC is drowning. With security teams receiving an average of 11,000 alerts daily—up from 3,000 in 2020—human-scale response is no longer possible. Yet 73% of organizations still rely primarily on manual processes. This guide reveals how Security Orchestration, Automation, and Response (SOAR) platforms and intelligent automation can reduce alert volumes by 95%, cut response times from hours to seconds, and transform your security operations from reactive chaos to proactive defense.