Using AI/ML to Create Better Security Detections

The blue-team challenge

Ask any person who has interacted with a security operations center (SOC) and they will tell you that noisy detections (false positives) are one of the biggest challenges. There have been many companies that have tried to solve this problem but virtually all attempts have come up short. This article will attempt to promote a better solution using artificial intelligence (AI) & machine learning (ML) while remaining highly understandable and easily comprehensible.

First, to understand the challenge …

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