Presentation 2022-07-19
Revisit of Non Profiled Side Channel Analysis via Deep Learning
Kentaro Imafuku, Shinichi Kawamura, Hanae Nozaki, Junichi Sakamoto, Saki Osuka,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) After a brief review of non-profile side channel analysis using deep learning, we propose some improved versions of the original analysis. The proposed versions require only one learning process, regardless of the number of candidate secret information, and differ from the original, which requires the same number of learning processes as the number of candidates.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Side Channel Analysis / Deep Learning / Non Profiled Analysis / Efficiency Improvement / Principle of Additivity
Paper # ISEC2022-8,SITE2022-12,BioX2022-33,HWS2022-8,ICSS2022-16,EMM2022-16
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) Revisit of Non Profiled Side Channel Analysis via Deep Learning
Sub Title (in English)
Keyword(1) Side Channel Analysis
Keyword(2) Deep Learning
Keyword(3) Non Profiled Analysis
Keyword(4) Efficiency Improvement
Keyword(5) Principle of Additivity
1st Author's Name Kentaro Imafuku
1st Author's Affiliation Nat. Inst. of Advanced Industrial Science and Technology(AIST)
2nd Author's Name Shinichi Kawamura
2nd Author's Affiliation Nat. Inst. of Advanced Industrial Science and Technology(AIST)
3rd Author's Name Hanae Nozaki
3rd Author's Affiliation Nat. Inst. of Advanced Industrial Science and Technology(AIST)
4th Author's Name Junichi Sakamoto
4th Author's Affiliation Nat. Inst. of Advanced Industrial Science and Technology(AIST)
5th Author's Name Saki Osuka
5th Author's Affiliation Nat. Inst. of Advanced Industrial Science and Technology(AIST)
Date 2022-07-19
Paper # ISEC2022-8,SITE2022-12,BioX2022-33,HWS2022-8,ICSS2022-16,EMM2022-16
Volume (vol) vol.122
Number (no) ISEC-122,SITE-123,BioX-124,HWS-125,ICSS-126,EMM-127
Page pp.pp.7-12(ISEC), pp.7-12(SITE), pp.7-12(BioX), pp.7-12(HWS), pp.7-12(ICSS), pp.7-12(EMM),
#Pages 6
Date of Issue 2022-07-12 (ISEC, SITE, BioX, HWS, ICSS, EMM)