Detecting a Root Cause for a Vulnerability Using Subjective Logic in Social Media

Patent №

US 10,587,643

Granted

2020-03-10

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15825089

A method and system of identifying a computing device vulnerability is provided. Social media communication is monitored. Social media threads that are related to a vulnerability, based on the monitored social media communication, are identified, filtered, and categorized into one or more predetermined categories of computing device vulnerabilities. Upon determining that a number of social media posts related to the vulnerability is above a first predetermined threshold, one or more dependable social media threads in a same one or more categories as the vulnerability are searched. One or more possible root causes of the vulnerability are determined from the searched dependable social media threads. A validity score for each of the one or more possible root causes is assigned. A possible root cause from that has a highest validity score that is above a second predetermined threshold is selected to be the root cause of the vulnerability.

AI classification

Knowledge representation1.00
Natural language0.98
Planning0.97
Machine learning0.78
AI hardware0.61
Evolutionary computation0.00
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 442420151

Assignors

BULUT, MUHAMMED FATIH, CHAVEZ, LISA, HWANG, JINHO, KALIA, ANUP, MAYO, VIRGINIA, ZENG, SAI

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

From the same owner

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