COMPUTER SECURITY FORENSICS BASED ON TEMPORAL TYPING CHANGES OF AUTHENTICATION CREDENTIALS

Patent №

US 11,630,886

Granted

2023-04-18

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

1

hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17023621

Aspects of the present invention disclose a method, computer program product, and system for employing keystroke dynamics authentication. The method includes one or more processors recording, for a plurality of users, a respective keystroke session of multiple typing samples (typed consecutively) of a credential associated with a respective user of the plurality. The method further includes extracting a set of features that characterize typing changes between the multiple typing samples. The method further includes detecting repeated typing of a certain one of the credentials that is associated with a certain user of the plurality. The method further includes extracting, from the repeated typing of the certain credential, a set of features that characterize typing changes between repetitions. The method further includes comparing the feature set extracted from the repeated typing against feature sets extracted from a set of the keystroke sessions, estimating which user is the first user.

AI classification

AI hardware0.99
Natural language0.41
Vision0.33
Speech0.22
Planning0.15
Machine learning0.12
Evolutionary computation0.02
Knowledge representation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 538000842

Assignors

HAZAN, ITAY

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

From the same owner

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