Trend Micro Predictive Machine Learning uses advanced machine learning
technology to correlate threat information and perform in-depth file analysis to detect
emerging unknown security risks through digital DNA fingerprinting, API mapping, and
other
file features. Predictive Machine Learning is a powerful tool that helps protect your
environment from unidentified threats and zero-day attacks.
After detecting an unknown or low-prevalence file, ScanMail scans the file using the Advanced Threat Scan
Engine to extract file features and sends the report to the Predictive Machine Learning
engine. Through use of malware modeling, Predictive Machine Learning compares the
sample to
the malware model, assigns a probability score, and determines the probable malware
type that
the file contains.