A novel subspace template attack based on symmetric cross entropy criterion

Fei Song; Liji Wu; An Wang; Xinyu Zhao

doi:10.1109/CIS.2014.123

A novel subspace template attack based on symmetric cross entropy criterion

Fei Song, Liji Wu, An Wang, Xinyu Zhao

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Side-channel attacks pose a serious threat to implementations of cryptographic algorithms. Template attacks are probabilistic side channel attacks, which assume a Gaussian noise model. Selecting automatically the meaningful time samples in side-channel leakage traces is an important problem in the application of template attacks and it usually relies on heuristics. In this work, we propose a new dimension reduction method which is different from classical statistical tools to solve this problem.

Original language	English
Title of host publication	Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	667-670
Number of pages	4
ISBN (Electronic)	9781479974344
DOIs	https://doi.org/10.1109/CIS.2014.123
Publication status	Published - 20 Jan 2015
Externally published	Yes
Event	10th International Conference on Computational Intelligence and Security, CIS 2014 - Kunming, Yunnan, China Duration: 15 Nov 2014 → 16 Nov 2014

Publication series

Name	Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014

Conference

Conference	10th International Conference on Computational Intelligence and Security, CIS 2014
Country/Territory	China
City	Kunming, Yunnan
Period	15/11/14 → 16/11/14

Keywords

PCA
SCEC
Template attack

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10.1109/CIS.2014.123

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Song, F., Wu, L., Wang, A., & Zhao, X. (2015). A novel subspace template attack based on symmetric cross entropy criterion. In Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014 (pp. 667-670). Article 7016980 (Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CIS.2014.123

Song, Fei ; Wu, Liji ; Wang, An et al. / A novel subspace template attack based on symmetric cross entropy criterion. Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 667-670 (Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014).

@inproceedings{0638c10647e44e24a968334042abd992,

title = "A novel subspace template attack based on symmetric cross entropy criterion",

abstract = "Side-channel attacks pose a serious threat to implementations of cryptographic algorithms. Template attacks are probabilistic side channel attacks, which assume a Gaussian noise model. Selecting automatically the meaningful time samples in side-channel leakage traces is an important problem in the application of template attacks and it usually relies on heuristics. In this work, we propose a new dimension reduction method which is different from classical statistical tools to solve this problem.",

keywords = "PCA, SCEC, Template attack",

author = "Fei Song and Liji Wu and An Wang and Xinyu Zhao",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 10th International Conference on Computational Intelligence and Security, CIS 2014 ; Conference date: 15-11-2014 Through 16-11-2014",

year = "2015",

month = jan,

day = "20",

doi = "10.1109/CIS.2014.123",

language = "English",

series = "Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "667--670",

booktitle = "Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014",

address = "United States",

}

Song, F, Wu, L, Wang, A & Zhao, X 2015, A novel subspace template attack based on symmetric cross entropy criterion. in Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014., 7016980, Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014, Institute of Electrical and Electronics Engineers Inc., pp. 667-670, 10th International Conference on Computational Intelligence and Security, CIS 2014, Kunming, Yunnan, China, 15/11/14. https://doi.org/10.1109/CIS.2014.123

A novel subspace template attack based on symmetric cross entropy criterion. / Song, Fei; Wu, Liji; Wang, An et al.
Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014. Institute of Electrical and Electronics Engineers Inc., 2015. p. 667-670 7016980 (Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Wu, Liji

AU - Wang, An

AU - Zhao, Xinyu

PY - 2015/1/20

Y1 - 2015/1/20

N2 - Side-channel attacks pose a serious threat to implementations of cryptographic algorithms. Template attacks are probabilistic side channel attacks, which assume a Gaussian noise model. Selecting automatically the meaningful time samples in side-channel leakage traces is an important problem in the application of template attacks and it usually relies on heuristics. In this work, we propose a new dimension reduction method which is different from classical statistical tools to solve this problem.

AB - Side-channel attacks pose a serious threat to implementations of cryptographic algorithms. Template attacks are probabilistic side channel attacks, which assume a Gaussian noise model. Selecting automatically the meaningful time samples in side-channel leakage traces is an important problem in the application of template attacks and it usually relies on heuristics. In this work, we propose a new dimension reduction method which is different from classical statistical tools to solve this problem.

KW - PCA

KW - SCEC

KW - Template attack

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U2 - 10.1109/CIS.2014.123

DO - 10.1109/CIS.2014.123

M3 - Conference contribution

AN - SCOPUS:84922876762

T3 - Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014

SP - 667

EP - 670

BT - Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 10th International Conference on Computational Intelligence and Security, CIS 2014

Y2 - 15 November 2014 through 16 November 2014

ER -

Song F, Wu L, Wang A, Zhao X. A novel subspace template attack based on symmetric cross entropy criterion. In Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014. Institute of Electrical and Electronics Engineers Inc. 2015. p. 667-670. 7016980. (Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014). doi: 10.1109/CIS.2014.123

A novel subspace template attack based on symmetric cross entropy criterion

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