DETECTING NON-HUMAN USERS ON COMPUTER SYSTEMS

Patent №

US 9,639,699

Granted

2017-05-02

Filed 2015

Owner

CYBERFEND, INC.

+1 more

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14802531

A method including collecting, by a processing device, raw data regarding an input to fill a form field. The method further includes converting, by the processing device, the raw data to test data, wherein the test represents behavioral characteristics of the entry of the input. The method further includes identifying a human characteristic model corresponding to the behavior characteristics of the entry of the input. The method further includes generating a predictor from a comparison of the test data against the corresponding human characteristic model. The predictor includes a score indicating a probability that the input originated from a human user or from a malicious code imitating the human user.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06F 21/566H04L 63/14H04L 63/1425H04L 63/1458H04W 12/06H04W 12/122H04W 12/128G06F 21/1015+3 more

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation0.99
Vision0.97
AI hardware0.95
Planning0.50
Evolutionary computation0.03
Speech0.00

Ownership

CYBERFEND, INC.

assignment · 361540292

CHIMERA ACQUISITION CORP. D/B/A CYBERFEND, INC.

merger · 416820228

Assignors

KURUPATI, SREENATH

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

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