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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PDF Download Page | PDF download Page Link |
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 |
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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 |
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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) |