DETECTING AND LOCALIZING SECURITY VULNERABILITIES IN CLIENT-SERVER APPLICATION

Patent №

US 8,516,449

Granted

2013-08-20

Filed 2010

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12902423

The present invention provides a system, computer program product, and a computer implemented method for analyzing a set of two or more communicating applications. The method includes executing a first application, such as a client application, and executing a second application, such as a server application. The applications are communicating with each other. A correlation is recorded between the applications and an execution characteristic exhibited on execution. An oracle is used to determine an analysis of the first application that has been executed. The execution of the first application causes a change of state in the second application and/or a change control flow in the second application. Code fragment in the first application and/or the second application are prioritized based on an evaluation produced by the oracle, and based on the correlation between the code fragments that have been executed and the execution characteristic exhibited by the code fragments.

AI classification

Planning1.00
AI hardware0.94
Knowledge representation0.89
Machine learning0.74
Vision0.03
Evolutionary computation0.00
Natural language0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 251240054

Assignors

ARTZI, SHAY, DOLBY, JULIAN, PISTOIA, MARCO, TIP, FRANK, TRIPP, OMER

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

From the same owner

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