Abstract
A method and system for user authentication. The method includes receiving input data from an electromyography (EMG) sensor included in a client device worn by a user. The method includes extracting an EMG signal from the input data received as the user performs a task. The method includes identifying features of the task based on the EMG signal. The method includes determining whether the features of the task match features of a reference task stored on the client device. The method includes determining whether the user embeddings extracted from the EMG signal match reference embeddings corresponding to the reference task. The method includes, if the features of the task match the features of the reference task and the user embeddings match the reference embeddings, determining that the user is an authorized user authorizing/allowing access to the client device.
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.
Recommended Citation
"ELECTROMYOGRAPHY DEVICE FOR USER AUTHENTICATION", Technical Disclosure Commons, (September 22, 2023)
https://www.tdcommons.org/dpubs_series/6272