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Machine learning (ML) and Artificial intelligence (AI) are crucial components in the field of information security due to their capacity for rapid analysis of millions of events and identification of a wide variety of threats. Malware that takes use of zero-day vulnerabilities is just one type of cyber threat; others include detecting potentially dangerous behavior before it results in a phishing attempt or the download of malicious software.AI and ML are indispensable because of their capacity for rapid analysis of millions of even. Through time and experience, these systems have the ability to recognize previously unseen threats. Users, assets, and networks may all be profiled based on their behavior histories, giving AI the ability to spot and react to outliers.