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Why endpoint anomaly detection needs a revolution

Clouds pass over lower Manhattan and One World Trade Center as the sun rises on November 21, 2021, as seen from Hoboken, New Jersey.
Photo: Gary Hershorn/Getty Images

Despite advancements in leveraging cloud-based analysis for swift threat identification and response, the industry has largely stagnated in one critical area: true anomaly detection.

As cyber threats continue to evolve in complexity and frequency, the cybersecurity industry has made significant strides in bolstering endpoint defenses.

Leading Endpoint Detection and Response (EDR) platforms such as CrowdStrike Falcon, Microsoft Defender for Endpoint, and SentinelOne Singularity have become synonymous with robust endpoint security. These tools continuously monitor