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Answer:

Machine Learning (ML) plays a crucial role in threat detection by enabling systems to learn from historical data and identify patterns that may indicate a security threat. ML models can analyze behavior patterns, detect anomalies, and adapt to new types of threats, thereby providing a dynamic and evolving defense mechanism against cyber attacks.