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, Mobile Security scans the file using the next generation mobile
engine 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 whether the file is malicious or
not. Mobile Security can prevent the affected file from installation
and remind user to uninstall or remove it.