Enhancing Cybersecurity through Machine Learning: An Exploration of Anomaly Detection

In the contemporary digital environment, cybersecurity is one of the most crucial areas to take care of. The rising sophistication of cyber threats poses a severe risk to individuals and businesses. Below is the research work of elaboration on the application of machine learning techniques in the improved anomaly detection for cybersecurity. The study will detect and attempt to mitigate more anomalous activities indicating possible cyber threats using Machine Learning algorithms. More concretely, this study consists of a thorough literature review of existing works on cybersecurity and machine learning, delves into a variety of algorithms for anomaly detection, and evaluates their empirical performance.