Security Threat Detection by Converting Scripts Using Validation Graphs

Patent №

US 11,290,481

Granted

2022-03-29

Filed 2020

Owner

BANK OF AMERICA CORPORATION

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16925023

A tool uses a graph-based approach to analyze scripts to determine whether the scripts pose security threats when executed. The tool breaks down scripts into component steps and generates a graph based on those steps. The tool then converts the graph into a vector and compares that vector with clusters of other vectors. Based on that comparison, the tool determines whether the script will cause a security vulnerability. If the script causes a security threat when executed, the script may be prevented from executing.

Machine learningNatural languageKnowledge representationPlanningAI hardwareH04L 63/1433H04L 63/145G06F 16/9024G06F 21/577G06N 3/044H04L 63/1441G06F 2221/034

AI classification

Machine learning1.00
AI hardware1.00
Planning0.99
Knowledge representation0.99
Natural language0.98
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

BANK OF AMERICA CORPORATION

assignment · 531670373

Assignors

JANAKIRAMAN, KARTHIKEYAN, KRISHNAMOORTHY, MADHUSUDHANAN

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

From the same owner

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