What role does machine learning play in enhancing the detection and prevention of bot activity?
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What role does machine learning play in enhancing the detection and prevention of bot activity?
Machine learning plays a crucial role in enhancing the detection and prevention of bot activity by enabling systems to analyze patterns, behaviors, and data to identify anomalies that may indicate bot presence. Machine learning algorithms can detect unexpected behavior, automate the identification of potential bots based on past instances, and continuously improve accuracy over time as they learn from new data. By leveraging machine learning, systems can detect and prevent various types of malicious bot activities more efficiently and effectively.