When SaaS Security encounters a new or unknown SaaS application, it uses machine learning (ML) to classify the application. Machine learning algorithms are capable of analyzing vast quantities of data and identifying patterns to classify new applications accurately. This approach is specifically designed to handle the dynamic and varied nature of SaaS applications, enabling the system to adapt and respond efficiently to new threats or apps.