E-bias: A pervasive eeg-based identification and authentication system

J Sohankar, K Sadeghi, A Banerjee… - Proceedings of the 11th …, 2015 - dl.acm.org
Security systems using brain signals or Electroencephalography (EEG), is an emerging field
of research. Brain signal characteristics such as chaotic nature and uniqueness, make it an …

[PDF][PDF] EEG-based biometric authentication using machine learning: A comprehensive survey

TB Shams, MS Hossain… - ECTI Transactions …, 2022 - pdfs.semanticscholar.org
An electroencephalogram (EEG) is a measurement that reflects the overall electrical activity
in the brain. EEG signals are effective for biometric authentication and robust against …

Exploring EEG-based biometrics for user identification and authentication

Q Gui, Z Jin, W Xu - 2014 IEEE Signal Processing in Medicine …, 2014 - ieeexplore.ieee.org
As human brain activities, represented by EEG brainwave signals, are more confidential,
sensitive, and hard to steal and replicate, they hold great promise to provide a far more …

A survey on methods and challenges in EEG based authentication

AJ Bidgoly, HJ Bidgoly, Z Arezoumand - Computers & Security, 2020 - Elsevier
EEG is the recording of electrical activities of the brain, usually along the scalp surface,
which are the results of synaptic activations of the brain's neurons. In recent years, it has …

Electroencephalographic feature evaluation for improving personal authentication performance

JH Kang, YC Jo, SP Kim - Neurocomputing, 2018 - Elsevier
Electroencephalography (EEG), a method of continuously recording the electrical activity of
the brain, provides signals that are among the most promising types of information usable in …

Identity authentication using portable electroencephalography signals in resting states

R Zhang, B Yan, L Tong, J Shu, X Song, Y Zeng - IEEE Access, 2019 - ieeexplore.ieee.org
Biometric identity authentication technology is widely used in the field of information security.
As a new biological method, electroencephalography (EEG) is gradually applied in …

Towards enhanced EEG-based authentication with motor imagery brain-computer interface

B Wu, W Meng, WY Chiu - Proceedings of the 38th Annual Computer …, 2022 - dl.acm.org
Electroencephalography (EEG) is the record of electrogram of the electrical activity on the
scalp typically using non-invasive electrodes. In recent years, many studies started using …

Low-cost electroencephalogram (EEG) based authentication

C Ashby, A Bhatia, F Tenore… - 2011 5th International …, 2011 - ieeexplore.ieee.org
A low-cost, consumer-grade, EEG-based individual authentication system is proposed in this
work. While EEG signals are recorded, the subject performs four mental imagery tasks …

I think, therefore I am: Usability and security of authentication using brainwaves

J Chuang, H Nguyen, C Wang, B Johnson - Financial Cryptography and …, 2013 - Springer
With the embedding of EEG (electro-encephalography) sensors in wireless headsets and
other consumer electronics, authenticating users based on their brainwave signals has …

Improving individual identification in security check with an EEG based biometric solution

Q Zhao, H Peng, B Hu, Q Liu, L Liu, YB Qi… - … Conference, BI 2010 …, 2010 - Springer
Security issue is always challenging to the real world applications. Many biometric
approaches, such as fingerprint, iris and retina, have been proposed to improve recognizing …