Search International and National Patent Collections

1. (WO2015120243) APPLICATION EXECUTION CONTROL UTILIZING ENSEMBLE MACHINE LEARNING FOR DISCERNMENT

Pub. No.:    WO/2015/120243    International Application No.:    PCT/US2015/014769
Publication Date: Fri Aug 14 01:59:59 CEST 2015 International Filing Date: Sat Feb 07 00:59:59 CET 2015
IPC: G06N 99/00
G06F 21/12
G06F 21/51
Applicants: CYLANCE INC.
Inventors: PERMEH, Ryan
SOEDER, Derek, A.
CHISHOLM, Glenn
RUSSELL, Braden
GOLOMB, Gary
WOLFF, Matthew
MCCLURE, Stuart
Title: APPLICATION EXECUTION CONTROL UTILIZING ENSEMBLE MACHINE LEARNING FOR DISCERNMENT
Abstract:
Described are techniques to enable computers to efficiently determine if they should run a program based on an immediate (i.e., real-time, etc.) analysis of the program. Such an approach leverages highly trained ensemble machine learning algorithms to create a real-time discernment on a combination of static and dynamic features collected from the program, the computer's current environment, and external factors. Related apparatus, systems, techniques and articles are also described.