@inproceedings{54c8a2a80a3941008e3d0ca13a090070,
title = "Seeing is believing: Authenticating users with what they see and remember",
abstract = "Brainwaves, as external signals of a functioning brain, provide a possible glimpse into how we think and react. However, seen another way, we could reasonably expect that a given action or event could be linked back to its corresponding brainwave reaction. Recently, commercial products in the form of commercial brainwave headsets have flooded into the market, opening up the possibility of exploiting brainwaves for various purposes and making this more feasible. In this paper, we build an authentication system based on brainwave reactions to a chain of events. We use a commercially available brainwave headset to collect brainwave data of participants for use in the proposed authentication system. After the brainwave data collection process, we apply a machine learning-based approach to extract features from brainwaves to serve as authentication tokens in the system and to support the authentication system itself.",
keywords = "Authentication, Brainwave, Machine learning, Wearable",
author = "Wayne Chiu and Yeh, {Kuo Hui} and Akihito Nakamura",
note = "Publisher Copyright: {\textcopyright} Springer Nature Switzerland AG 2018.; 14th International Conference on Information Security Practice and Experience, ISPEC 2018 ; Conference date: 25-09-2018 Through 27-09-2018",
year = "2018",
doi = "10.1007/978-3-319-99807-7_24",
language = "English",
isbn = "9783319998060",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "391--403",
editor = "Hiroaki Kikuchi and Chunhua Su",
booktitle = "Information Security Practice and Experience - 14th International Conference, ISPEC 2018, Proceedings",
address = "德國",
}