The growing threat landscape demands advanced solutions to cybersecurity, and machine learning automation is presenting as a vital tool. In the past, security teams struggled with massive volumes of data and repetitive tasks, making it difficult to identify and respond to threats promptly. Now, intelligent systems can scrutinize network traffic in