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An unusual occurrence or event is referred to as an anomaly in software engineering because it deviates from the pattern and, as a result, raises questions about its legitimacy. Anomaly detection may be helpful when there are hundreds or thousands of things to monitor since it helps point out where an error is happening. It may be of the utmost importance for the security of engineering, health, and industrial sectors, all of which rely on the smooth and safe running of their businesses. Artificial intelligence may significantly improve the efficiency and security of a company's digital operations with the help of artificial intelligence.