The Impact of Machine Learning on SOC Efficiency

The efficiency and effectiveness of Security Operations Centers (SOCs) depend on their ability to manage and tune alerts. Traditional rule-based approaches in SOCs often struggle to keep pace with the dynamic nature of cyber attacks. Machine learning (ML) capabilities can help cut through the noise and highlight genuine threats.

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