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12 posts tagged with "Best Practices"

Security best practices and implementation guides

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Decoding EPSS: How Machine Learning Predicts the Next Cyber Attack

· 9 min read
Chief Technology Officer
Vulnerability Research Lead

Imagine knowing which vulnerabilities attackers will target before they strike. What seemed like science fiction is now reality through the Exploit Prediction Scoring System (EPSS). This machine learning model, trained on millions of vulnerability observations, predicts exploitation probability with remarkable accuracy. Today, we'll decode how EPSS works, why it matters, and how to leverage it for proactive security.

The Evolution of Vulnerability Management: Why CVSS Alone Is No Longer Enough

· 7 min read
Senior Threat Intelligence Analyst
Vulnerability Research Lead

For over two decades, the Common Vulnerability Scoring System (CVSS) has been the cornerstone of vulnerability prioritization. Security teams worldwide have relied on the simple directive: "Patch everything with a CVSS score above 7.0." But as the threat landscape evolves and the volume of vulnerabilities explodes, this approach is not just outdated—it's dangerous.