TY - CHAP
T1 - EEG-based biometrics for person identification and continuous authentication
AU - Wang, Min
AU - Abbass, Hussein A.
AU - Hu, Jiankun
N1 - Publisher Copyright:
© The Institution of Engineering and Technology 2018.
PY - 2018/1/1
Y1 - 2018/1/1
N2 - In this chapter, we will provide an overview of EEG biometrics and discuss some of the salient research issues that need to be addressed for making EEG biometric an effective tool for providing information security. We introduce brain signals, especially EEG signals and its analysis methods, before we discuss brainwave biometrics from four aspects, namely the criteria, the elicitation protocols, the feature extraction methods and the classification algorithms. The chapter is then concluded with discussions on how to integrate EEG biometrics with other biometric modalities for continuous authentication, followed by open research questions on the design of EEG-based biometric systems.
AB - In this chapter, we will provide an overview of EEG biometrics and discuss some of the salient research issues that need to be addressed for making EEG biometric an effective tool for providing information security. We introduce brain signals, especially EEG signals and its analysis methods, before we discuss brainwave biometrics from four aspects, namely the criteria, the elicitation protocols, the feature extraction methods and the classification algorithms. The chapter is then concluded with discussions on how to integrate EEG biometrics with other biometric modalities for continuous authentication, followed by open research questions on the design of EEG-based biometric systems.
KW - Bioelectric signals
KW - Biology and medical computing
KW - Biometrics (access control)
KW - Brain signals
KW - Brainwave biometrics
KW - Classification algorithms
KW - Continuous authentication
KW - Data security
KW - Digital signal processing
KW - EEG signals
KW - EEG-based biometric systems
KW - Electrodiagnostics and other electrical measurement techniques
KW - Electroencephalography
KW - Elicitation protocols
KW - Feature extraction
KW - Feature extraction methods
KW - Information security
KW - Medical signal processing
KW - Person identification
KW - Security of data
KW - Signal classification
KW - Signal processing and detection
UR - http://www.scopus.com/inward/record.url?scp=85065991473&partnerID=8YFLogxK
U2 - 10.1049/pbse001e_ch13
DO - 10.1049/pbse001e_ch13
M3 - Chapter
AN - SCOPUS:85065991473
T3 - IET SECURITY SERIES 01
SP - 311
EP - 346
BT - Information Security
A2 - Awad, Ali Ismail
A2 - Fairhurst, Michael
PB - Institution of Engineering and Technology
CY - United Kingdom
ER -