公开(公告)号：WO2017147072A1

公开(公告)日：2017-08-31

申请号：PCT/US2017/018723

申请日：2017-02-21

Applicant: CYLANCE INC.

Inventor： PERMEH, Ryan ,  SOEDER, Derek A. ,  WOLFF, Matthew ,  JIN, Ming ,  ZHAO, Xuan

IPC: G06F21/56 ,  G06F21/53 ,  H04L29/06

CPC classification number: G06F21/51 ,  G06F21/53 ,  G06F21/56 ,  G06F21/562 ,  G06F21/566 ,  G06F2221/033 ,  G06N99/005 ,  H04L63/0227 ,  H04L63/1408 ,  H04L63/1416 ,  H04L63/145

Abstract: Determining, by a machine learning model in an isolated operating environment, whether a file is safe for processing by a primary operating environment. The file is provided, when the determining indicates the file is safe for processing, to the primary operating environment for processing by the primary operating environment. When the determining indicates the file is unsafe for processing, the file is prevented from being processed by the primary operating environment. The isolated operating environment can be maintained on an isolated computing system remote from a primary computing system maintaining the primary operating system. The isolating computing system and the primary operating system can communicate over a cloud network.

Abstract translation: 通过隔离的操作环境中的机器学习模型来确定文件是否对主操作环境的处理是安全的。 当确定指示文件对于处理是安全的时，文件被提供给主操作环境以供主操作环境处理。 当确定指示文件不安全处理时，阻止文件由主操作环境处理。 隔离的操作环境可以维护在远离维护主操作系统的主计算系统的隔离计算系统上。 隔离计算系统和主操作系统可以通过云网络进行通信。