This article describes where AI and Machine learning is used to decipher keyboard strokes based on the noise they make when pressed:
A team of researchers from British universities has trained a deep learning model that can steal data from keyboard keystrokes recorded using a microphone with an accuracy of 95%.
*** ******* ********* *** **********'* ****** that *** ***** ************ ***** ******* ***** ************ ********* *** ****** **** ***** pressed:
*** ******** ********** ** **** ****** seem **** ********* ** ******* **** enough ********. ** *** '**% ********', it ******* ********** **** ****** **** be *******:
******* ***** ****, ******* ******** **.*% ImageNet ***-* ********; **** ***-******* **** 13M ****** **** ********-***, *** ******* achieves **.**% ***-* ********, ******** ***-**** pre-trained **** **** ****** **** ***-**** while ***** *** **** ****; *******, when ** ******* ***** ** ******* with ***-**, ** ******** **.**% ***-* accuracy ** ********, ************ * *** state-of-the-art ******.
*** ******* **** ******** '**********' *************** including *** ********** *** ******** manager **** ** ****** ***** ********* attacks:
**********, ********* ********* ************** ***** ********, and ********* ******** ******** ** ********** the **** ** ***** ********* *********** manually, **** ***** ** ********** *******.
** ** **** *** **** ******* the ********* ** **********... ******* ***** just **** * ********* ****** ** any **** ********* ** ******** *** then **** ** ** ***** *** then **** ** *** ** ******** the ***** ********. **** ** ******** runs *** ********, **** ***** ** a **** ****** ******.