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Home News Tech

Can Deep Learning Turn Keyboard Noise Into a Security Nightmare?

New deep learning model achieved an alarming accuracy of 95%, which dropped slightly to 93% when Zoom was used for training the sound classification algorithm.

Dominic CatacorabyDominic Catacora
August 7, 2023
in Tech
Reading Time: 2 mins read
A A
Can Deep Learning Turn Keyboard Noise Into a Security Nightmare?

What’s going on:     

A group of British researchers has developed a deep learning model that can discern and steal data from keyboard keystrokes recorded through a microphone, according to Bleeping Computer. It’s reported that the model achieved an alarming accuracy of 95%, which dropped slightly to 93% when Zoom was used for training the sound classification algorithm. The method of attack employed in this research can be used to compromise data security, potentially revealing passwords, discussions, messages, or other sensitive information. 

Why it matters:   

As remote working and digital communications continue to increase, the risk of data breaches and cyber threats also rises. This discovery demonstrates a serious vulnerability — highlighting the extent to which malicious entities can utilize advancements in machine learning and the ubiquity of microphone-equipped devices to exploit security loopholes. In addition to raising concerns about individual data security, these findings also have implications for corporations, governments, and other organizations handling sensitive employee information. 

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How it’ll impact the future:    

As companies continue to adapt to the digitized work environments in the name of remote and hybrid work, they will need to invest more in advanced cybersecurity measures. This may also lead to an uptick in demand for cybersecurity professionals and could inspire more research into the prevention of such side-channel attacks.  

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Source: Bleeping Computer
Tags: Tech
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Dominic Catacora

Dominic Catacora

Dominic Catacora is a Staff Writer for Allwork.space. He is based in Pittsburgh, PA. He graduated from Radford University in 2017 with a Bachelor of Science degree in Media Studies - Journalism. He has previously covered the Historic Triangle as a journalist living in Williamsburg, Va, and is now focused on writing related to the future of work.

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