[1]李雄伟,张鹏,陈开颜,等.微控制器密码芯片秩相关电磁分析[J].深圳大学学报理工版,2012,29(No.3(189-282)):230-235.[doi:10.3724/SP.J.1249.2012.03230]
 LI Xiong-wei,ZHANG Peng,CHEN Kai-yan,et al.Rank correlation electromagnetic analysis on microcontroller[J].Journal of Shenzhen University Science and Engineering,2012,29(No.3(189-282)):230-235.[doi:10.3724/SP.J.1249.2012.03230]
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微控制器密码芯片秩相关电磁分析()
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《深圳大学学报理工版》[ISSN:1000-2618/CN:44-1401/N]

卷:
第29卷
期数:
2012年No.3(189-282)
页码:
230-235
栏目:
电子与信息科学
出版日期:
2012-05-21

文章信息/Info

Title:
Rank correlation electromagnetic analysis on microcontroller
作者:
李雄伟张鹏陈开颜赵强
军械工程学院计算机工程系,石家庄 050003
Author(s):
LI Xiong-wei ZHANG Peng CHEN Kai-yan and ZHAO Qiang
Department of Computer Engineering, Ordnance Engineering College, Shijiazhuang 050003, P.R.China
关键词:
数据安全与计算机安全旁路攻击电磁分析秩相关性微控制器高级加密标准
Keywords:
data security and computer security side channel attacks electromagnetic analysis rank correlation microcontroller advanced encryption standard
分类号:
TN 918; TP 309
DOI:
10.3724/SP.J.1249.2012.03230
文献标志码:
A
摘要:
研制一种新的基于秩相关系数的电磁分析技术.利用Spearman秩相关系数,度量密码芯片的电磁辐射信号与内部处理数据之间的相关性.与基于Pearson线性相关系数的方法相比,该方法对测试数据的样本分布不作要求,对测量水平要求更低,具有更强的适应性.针对AT89C52微控制器实现的AES密码进行的攻击实验表明,当电磁探头距离微控制器10 cm时,基于Pearson相关度量的攻击失效,而基于秩相关度量的电磁分析技术仍能在42 500个样本下成功获取AES前8位密钥.
Abstract:
A new electromagnetic analysis(EMA) technique based on rank correlation coefficient was proposed. The correlation between the electromagnetic signal and the data operated in the cipher chip was measured with Spearmans rank correlation coefficient. Compared to the method of Pearson linear correlation coefficient, the rank correlation method did not need particular distributed sample data and did not need high-resolution measuring tools. There for, it was more adaptable. Experiments were executed on the prototype of AES, which implemented in an AT89C52 microcontroller. The results show that Pearsons correlation based EMA failed when the electromagnetic probe positioned 10 cm away from the chip, while Spearmans rank correlation coefficient based EMA successfully retrieved the first 8-bit secret key of AES with 42 500 traces.

参考文献/References:

[1]Quisquater J J, Samyde D. Electromagnetic analysis (EMA): measures and countermeasures for smart cards[C]// Isabelle Attali, Thomas Jensen. International Conference on Research in Smart Card, E-Smart. Canne(France): Springer, 2001, 2140: 200-210.
[2]Kocher P, Jaffe J, Jun B. Differential power analysis[C]// Wiener M. Advances in Cryptology, CRYPTO99. Santa Barbara(USA): Springer-Verlag, 1999, 1666: 388-397.
[3]Brier E, Clavier C, Olivier F. Correlation power analysis with a leakage model[C]// Joye M, Quisquater J J. Proceedings of the 6th International Workshop on Cryptographic Hardware and Embedded Systems. Cambridge(USA): Springer, 2004, 3156: 16-29.
[4]Chari S, Rao J R, Rohatgi P. Template attacks[C]// Kaliski B S. Proceedings of the 4th International Workshop on Cryptographic Hardware and Embedded Systems. Redwood Shores (USA): Springer-Verlag, 2003, 2523: 13-28.
[5]SHENG Zhou, XIE Shi-qian, PAN Cheng-yi. Probability and Statistics[M]. Beijing: Higher Education Press, 2001.(in Chinese)
盛骤, 谢式千, 潘承毅. 概率论与数理统计[M]. 北京: 高等教育出版社, 2001.
[6]Agrawal D, Archambeault B, Rao J R, Rohatgi P. The EM side-channel(s): attacks and assessment methodologies[C]// Kaliski B S. Proceedings of the 4th International Workshop on Cryptographic Hardware and Embedded Systems. Redwood Shores(USA): Springer-Verlag, 2003, 2523: 29-45.
[7]SiegelS.NonparametricStatisticsfortheBehavioralSciences[M]. BEI Xing, translate. Beijing: Science Press, 1986.(in Chinese)
Siegel S. 非参数统计[M]. 北星, 译. 北京: 科学出版社, 1986.
[8]FIPS-197. Advanced Encryption Standard[S].
[9]ZHANG Peng, DENG Gao-ming, CHEN Kai-yan, et al. Electromagnetic correlation analysis attacks on microcontroller implementation of AES in far field[J]. Journal of Huazhong University of Science and Technology:Nature Science Edition, 2009, 37(8):31-34.(in Chinese)
张鹏,邓高明,陈开颜,等. 针对AES 密码芯片的远场相关性电磁分析攻击[J]. 华中科技大学学报:自然科学版, 2009, 37(8): 31-34.

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备注/Memo

备注/Memo:
Received:2010-11-29;Revised:2011-05-22;Accepted:2012-04-10
Foundation:Supported by the National Natural Science Foundation of China(60940019, 60571037)
Corresponding author:Associate professor LI Xiong-wei. E-mail:lxw-wys@163.com
Citation:LI Xiong-wei,ZHANG Peng,CHEN Kai-yan,et al. Rank correlation electromagnetic analysis on microcontroller[J]. Journal of Shenzhen University Science and Engineering, 2012, 29(3): 230-235.(in Chinese)
基金项目:国家自然科学基金资助项目(60940019,60571037)
作者简介:李雄伟(1975-),男(汉族),河北省定州市人,军械工程学院副教授、博士.
引文:李雄伟,张鹏,陈开颜,等. 微控制器密码芯片秩相关电磁分析[J]. 深圳大学学报理工版,2012,29(3):230-235.
更新日期/Last Update: 2012-05-28