Sophisticated digital threats require advanced detection, yet traditional SIEM and early UEBA tools often flood SOCs with low‑quality alerts and false positives, causing alert fatigue and reducing analyst trust. This leads to missed real threats and slower detection, investigation, and response. Exabeam addresses these challenges through behavioral detection powered by New‑Scale Analytics, enabling high‑fidelity alerting that improves accuracy and reduces noise. This white paper explains the data science behind Exabeam’s approach and how it enhances SOC effectiveness while lowering organizational risk.

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