METHOD, DEVICE, AND SYSTEM OF DIFFERENTIATING AMONG USERS BASED ON PLATFORM CONFIGURATIONS

Patent №

US 9,536,071

Granted

2017-01-03

Filed 2015

Owner

BIOCATCH LTD.

Lab

AI components

7

ml · nlp · vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14675767

Devices, systems, and methods of detecting user identity, differentiating between users of a computerized service, and detecting a cyber-attacker. An end-user device interacts and communicates with a server of a computerized server (a banking website, an electronic commerce website, or the like). The interactions are monitored, tracked and logged. User Interface (UI) interferences or irregularities are introduced; and the server tracks the response or the reaction of the end-user to such interferences. The system determines whether the user is a legitimate user, or a cyber-attacker or automated script posing as the legitimate user. The system utilizes classification of users into classes or groups, to deduce or predict how a group-member would behave when accessing the service through a different type of device. The system identifies user-specific traits that are platform-independent and thus can be further monitored when the user switches from a first platform to a second platform.

Machine learningNatural languageVisionKnowledge representationPlanningEvolutionary computationAI hardwareG06F 21/316G06F 3/041G06F 21/31G06F 21/32G06F 21/554H04L 63/0861H04L 63/102H04L 63/1408+6 more

AI classification

Machine learning1.00
Knowledge representation1.00
AI hardware0.97
Planning0.97
Vision0.86
Natural language0.71
Evolutionary computation0.65
Speech0.00

Ownership

BIOCATCH LTD.

assignment · 357830263

Assignors

TURGEMAN, AVI

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

From the same owner

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