How do Indian firms use machine learning to enhance cybersecurity solutions and improve threat detection accuracy?
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Indian firms utilize machine learning in cybersecurity solutions by employing various techniques such as anomaly detection, behavioral analytics, and predictive modeling. Machine learning algorithms can analyze vast amounts of data to detect patterns and anomalies that may indicate a security threat. By continuously learning from new data and adapting to evolving threats, machine learning can enhance the accuracy of threat detection in real-time. Additionally, Indian firms use machine learning for automating tasks like malware detection, user authentication, and incident response, thereby improving overall cybersecurity posture.