TheAdvanced Machine Learningfeature in Symantec Endpoint Security (SES) uses a sophisticated model trained on a large dataset ofknown good and known bad filesto detect malware effectively. Here's how it functions:
* Training Model:The model is built from extensive data on benign and malicious files, allowing it to discern patterns that indicate a file's potential harm.
* Predictive Malware Detection:Advanced Machine Learning can detect new and evolving malware strains without relying solely on traditional signature-based methods, offering proactive protection.
* Real-Time Decision Making:When SES encounters a file, it consults this model to predict whether the file is likely harmful, enabling quick response to potential threats.
This feature strengthens SES's ability to detect malware dynamically, enhancing endpoint security through intelligent analysis of file attributes.