Presentation 2022-07-20
Person Verification Using EEG Evoked by Ultrasound
Kotaro Mukai, Isao Nakanishi,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) In user management, to realize continuous authentication of users, we have studied to use an electroencephalogram (EEG) evoked by an ultrasound as biometrics. In the previous studies, using a spectrum and four nonlinear quantities in EEG as individual features and a support vector machine (SVM) as a verification method achieved EER = 0 %, but it required many SVM models, in which a large amount of computation was consumed for learning. In this paper, we introduce a mutual feature between electrodes and confirm that it is effective for achieving EER = 0 % with less number of SVM models.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Biometrics / Ultrasound / Evoked brain wave / Mutual feature between electrodes / Reduction of SVM models
Paper # ISEC2022-19,SITE2022-23,BioX2022-44,HWS2022-19,ICSS2022-27,EMM2022-27
Date of Issue 2022-07-12 (ISEC, SITE, BioX, HWS, ICSS, EMM)

Conference Information
Committee EMM / BioX / ISEC / SITE / ICSS / HWS / IPSJ-CSEC / IPSJ-SPT
Conference Date 2022/7/19(2days)
Place (in Japanese) (See Japanese page)
Place (in English) Online
Topics (in Japanese) (See Japanese page)
Topics (in English)
Chair Ryoichi Nishimura(NICT) / Hitoshi Imaoka(NEC) / Noboru Kunihiro(Tsukuba Univ.) / Takushi Otani(Kibi International Univ.) / Katsunari Yoshioka(Yokohama National Univ.) / Makoto Nagata(Kobe Univ.)
Vice Chair Kotaro Sonoda(Nagasaki Univ.) / Masatsugu Ichino(Univ. of Electro-Comm.) / Norihiko Okui(KDDI Research) / Naoyuki Takada(SECOM) / Junji Shikata(Yokohama National Univ.) / Goichiro Hanaoka(AIST) / Soichiro Morishita(Cyber Agent) / Takeo Tatsumi(Open Univ. of Japan) / Takahiro Kasama(NICT) / Yuichi Hayashi(NAIST) / Daisuke Suzuki(Mitsubishi Electric)
Secretary Kotaro Sonoda(Kaishi Professional Univ.) / Masatsugu Ichino(Chiba Univ.) / Norihiko Okui(NEC) / Naoyuki Takada(MitsubishiElectric) / Junji Shikata(AIST) / Goichiro Hanaoka(Ibaraki Univ.) / Soichiro Morishita(NRI-Secure) / Takeo Tatsumi(Hokuriku Univ.) / Takahiro Kasama(KDDI labs.) / Yuichi Hayashi(Okayama Univ.) / Daisuke Suzuki(SSS) / (NAIST)
Assistant Tomoko Kajiyama(Hiroshima City Univ.) / Shieyuki Sakazawa(Osaka Inst. of Tech.) / Hiroyuki Suzuki(Gunma Univ) / Shinichi Shirakawa(Yokohama National Univ.) / Yoshikazu Hanatani(Toshiba) / Yusuke Tachibana(Fukuoka Inst. of Tech.) / Keisuke Kito(Mitsubishi Electric) / Takeshi Sugawara(Univ. of Electro-Comm.) / Yo Kanemoto(NTT)

Paper Information
Registration To Technical Committee on Enriched MultiMedia / Technical Committee on Biometrics / Technical Committee on Information Security / Technical Committee on Social Implications of Technology and Information Ethics / Technical Committee on Information and Communication System Security / Technical Committee on Hardware Security / Special Interest Group on Computer Security / Special Interest Group on Security Psychology and Trust
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Person Verification Using EEG Evoked by Ultrasound
Sub Title (in English) Introduction of mutual features between electrodes
Keyword(1) Biometrics
Keyword(2) Ultrasound
Keyword(3) Evoked brain wave
Keyword(4) Mutual feature between electrodes
Keyword(5) Reduction of SVM models
1st Author's Name Kotaro Mukai
1st Author's Affiliation Tottori Univeristy(Tottori Univ.)
2nd Author's Name Isao Nakanishi
2nd Author's Affiliation Tottori Univeristy(Tottori Univ.)
Date 2022-07-20
Paper # ISEC2022-19,SITE2022-23,BioX2022-44,HWS2022-19,ICSS2022-27,EMM2022-27
Volume (vol) vol.122
Number (no) ISEC-122,SITE-123,BioX-124,HWS-125,ICSS-126,EMM-127
Page pp.pp.64-69(ISEC), pp.64-69(SITE), pp.64-69(BioX), pp.64-69(HWS), pp.64-69(ICSS), pp.64-69(EMM),
#Pages 6
Date of Issue 2022-07-12 (ISEC, SITE, BioX, HWS, ICSS, EMM)