Finding Real Threats Among Hundreds of Millions of Security Signals — AI Transforms the Paradigm of Security Monitoring

The core challenge is picking out only meaningful indicators from hundreds of millions of security signals. Simply increasing the number of alerts makes response difficult, requiring an AI-based approach that quickly identifies real threats.

This trend shifts the focus of security monitoring from "seeing a lot" to "judging accurately." It's a shift toward efficiently classifying massive events, reducing noise, and letting operators focus on genuine risks.