FRAMEWORK FOR EFFICIENT SECURITY COVERAGE OF MOBILE SOFTWARE APPLICATIONS USING SYMBOLIC EXECUTION TO REACH REGIONS OF INTEREST WITHIN AN APPLICATION

Patent №

US 9,367,681

Granted

2016-06-14

Filed 2013

Owner

FIREEYE, INC.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13775171

A method is described that involves receiving an application and generating a representation of the application that describes states of the application and transitions between the states. The method further includes referring to one or more rules and/or information from an inference engine that is observing the application's run time behavior to identify a region of interest within the application and reaching the region of interest by performing the following: identifying a path from the application's present state to the region of interest; representing states of the application along the path as logic expressions; solving the expressions to generate solutions to the expressions; causing stimuli to be provided to the application, where the stimuli correspond to the solutions.

AI classification

AI hardware1.00
Knowledge representation0.99
Planning0.99
Machine learning0.51
Vision0.04
Natural language0.01
Evolutionary computation0.00
Speech0.00

Ownership

FIREEYE, INC.

assignment · 338160966

Assignors

ISMAEL, OSMAN ABDOUL, SONG, DAWN, XUE, HUI

On an employer assignment, the assignors are typically the inventors.

From the same owner

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