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, TMWS scans the file using the Advanced Threat Scan Engine (ATSE) to extract
file features and sends the report to the Predictive Machine Learning engine, hosted
on the Trend
Micro Smart Protection Network. 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.
TMWS can block the file with unknown
security risks detected to prevent the threat from continuing to spread across your
network