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, Trend Micro Email
Security 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.