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
Lab
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
Ownership
INTERNATIONAL BUSINESS MACHINES CORPORATION
assignment · 538000842
Assignors
HAZAN, ITAY
On an employer assignment, the assignors are typically the inventors.