SYSTEMS AND METHOD FOR MALWARE DETECTION

Patent №

US 8,763,127

Granted

2014-06-24

Filed 2011

Owner

RUTGERS, THE STATE UNIVERSITY OF NEW JERSEY

Lab

AI components

7

ml · nlp · vision · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13255567

A system and method for distinguishing human input events from malware-generated events includes one or more central processing units (CPUs), one or more input devices and memory. The memory includes program code that when executed by the CPU causes the CPU to obtain a first set of input events from a user utilizing the input device. The first input events are used to obtain or derive a feature indicative of the user, such as a multi-dimensional feature vector as provided by a support vector machine. Second input events are then obtained, and the second input events are classified against the feature to determine if either the user or malware initiated the second input events.

AI classification

AI hardware1.00
Machine learning1.00
Vision1.00
Planning0.99
Knowledge representation0.95
Speech0.93
Natural language0.69
Evolutionary computation0.00

Ownership

RUTGERS, THE STATE UNIVERSITY OF NEW JERSEY

assignment · 252090369

Assignors

YAO, DANFENG, STEFAN, DEIAN, WU, CHEHAI, YAO, DANFENG, STEFAN, DEIAN, WU, CHEHAI

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

From the same owner

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