Private Authentication Keys Based On Wearable Device EEG Recordings

被引：0
|
作者：
Yang, Hongxu [1 ]
Mihajlovic, Vojkan [2 ]
Ignatenko, Tanya [1 ]
机构：
[1] Eindhoven Univ Technol, Dept Elect Engn, Eindhoven, Netherlands
[2] IMEC Netherlands, WHS, Holst Ctr, Eindhoven, Netherlands
来源：
2017 25TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO) | 2017年
关键词：
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In this paper, we study an Electroencephalography (EEG) based biometric authentication system with privacy protection. We use motor imagery EEG, recorded using a wearable wireless device, as our biometric modality. To obtain EEG-based authentication keys we employ the fuzzy-commitment like scheme with soft-information at the decoder, see Ignatenko and Willems [2014]. In this work we study the effect of multi-level quantization together with binary encoding of EEG biometric at the encoder on the system performance, when EEG feature vectors have limited length. We demonstrate our findings on an experimental EEG dataset of ten healthy subjects.
引用
收藏
页码：956 / 960
页数：5
相关论文
共 50 条
  • [41] Epileptic Seizure Detection Based on Video and EEG Recordings
    Aghaei, Hoda
    Kiani, Mohammad Mandi
    Aghajan, Hamid
    2017 IEEE BIOMEDICAL CIRCUITS AND SYSTEMS CONFERENCE (BIOCAS), 2017,
  • [42] Ordinal pattern based similarity analysis for EEG recordings
    Ouyang, Gaoxiang
    Dang, Chuangyin
    Richards, Douglas A.
    Li, Xiaoli
    CLINICAL NEUROPHYSIOLOGY, 2010, 121 (05) : 694 - 703
  • [43] Challenge-Response Pair Mechanisms and Multi-Factor Authentication Schemes to Protect Private Keys
    Cambou, Bertrand Francis
    Alam, Mahafujul
    APPLIED SCIENCES-BASEL, 2025, 15 (06):
  • [44] Feasibility of Field Measurement of Construction Workers' Valence Using a Wearable EEG Device
    Jebelli, Houtan
    Hwang, Sungjoo
    Lee, SangHyun
    COMPUTING IN CIVIL ENGINEERING 2017: SENSING, SIMULATION, AND VISUALIZATION, 2017, : 99 - 106
  • [45] Device-Based Isolation for Securing Cryptographic Keys
    Elish, Karim O.
    Deng, Yipan
    Yao, Danfeng
    Kafura, Dennis
    4TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT 2013), THE 3RD INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY INFORMATION TECHNOLOGY (SEIT-2013), 2013, 19 : 1130 - 1135
  • [46] Wearable Proxy Device-Assisted Authentication Request Filtering for Implantable Medical Devices
    Zhang, Ziting
    Xu, Xiaodong
    Han, Shujun
    Liang, Yacong
    Liu, Cong
    2020 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2020,
  • [47] Continuous Authentication of Wearable Device Users from Heart Rate, Gait, and Breathing Data
    Cheung, William
    Vhaduri, Sudip
    2020 8TH IEEE RAS/EMBS INTERNATIONAL CONFERENCE FOR BIOMEDICAL ROBOTICS AND BIOMECHATRONICS (BIOROB), 2020, : 587 - 592
  • [48] Intelligent Pervasive Network Authentication S/Key based Device Authentication
    Lee, Deok Gyu
    Han, Jong-Wook
    Park, Doo Soon
    Lee, Im Yeong
    2009 6TH IEEE CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE, VOLS 1 AND 2, 2009, : 1422 - +
  • [49] EEG-Based User Authentication Using Artifacts
    Tien Pham
    Ma, Wanli
    Dat Tran
    Phuoc Nguyen
    Dinh Phung
    INTERNATIONAL JOINT CONFERENCE SOCO'14-CISIS'14-ICEUTE'14, 2014, 299 : 343 - 353
  • [50] A Personalized User Authentication System Based on EEG Signals
    Stergiadis, Christos
    Kostaridou, Vasiliki-Despoina
    Veloudis, Simos
    Kazis, Dimitrios
    Klados, Manousos A.
    SENSORS, 2022, 22 (18)
12345