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A Highly Effective DPA Attack Method Based on Genetic Algorithm
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作者 Shuaiwei Zhang Xiaoyuan Yang +1 位作者 Weidong Zhong yujuan sun 《Computers, Materials & Continua》 SCIE EI 2018年第8期325-338,共14页
As one of the typical method for side channel attack,DPA has become a serious trouble for the security of encryption algorithm implementation.The potential capability of DPA attack induces researchers making a lot of ... As one of the typical method for side channel attack,DPA has become a serious trouble for the security of encryption algorithm implementation.The potential capability of DPA attack induces researchers making a lot of efforts in this area,which significantly improved the attack efficiency of DPA.However,most of these efforts were made based on the hypothesis that the gathered power consumption data from the target device were stable and low noise.If large deviation happens in part of the power consumption data sample,the efficiency of DPA attack will be reduced rapidly.In this work,a highly efficient method for DPA attack is proposed with the inspiration of genetic algorithm.Based on the designed fitness function,power consumption data that is stable and less noisy will be selected and the noisy ones will be eliminated.In this way,not only improves the robustness and efficiency of DPA attack,but also reduces the number of samples needed.With experiments on block cipher algorithms of DES and SM4,10%and 12.5%of the number of power consumption curves have been reduced in average with the proposed DPAG algorithm compared to original DPA attack respectively.The high efficiency and correctness of the proposed algorithm and novel model are proved by experiments. 展开更多
关键词 DPA EFFICIENCY noise genetic algorithm fitness function novel model
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Constructions of correlation immnue S-boxes with high nonlinearity
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作者 Yanhan Ji Zhuo Ma +1 位作者 Luyang Li yujuan sun 《Journal of Information and Intelligence》 2024年第3期253-260,共8页
S-boxes play a central role in the design of symmetric cipher schemes.For stream cipher appli-cations,an s-box should satisfy several criteria such as high nonlinearity,balanceness,correlation immunity,and so on.In th... S-boxes play a central role in the design of symmetric cipher schemes.For stream cipher appli-cations,an s-box should satisfy several criteria such as high nonlinearity,balanceness,correlation immunity,and so on.In this paper,by using disjoint linear codes,a class of s-boxes possessing high nonlinearity and 1st-order correlation immunity is given.It is shown that the constructed correlation immune S-boxes can possess currently best known nonlinearity,which is confirmed by the example 1st-order correlation immune(12,3)s-box with nonlinearity 2000.In addition,two other frameworks concerning the criteria of balanced and resiliency are obtained respectively. 展开更多
关键词 Boolean function S-boxes NONLINEARITY Correlation immunity Balanceness
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Construction of balanced Boolean functions with high nonlinearity, good local and global avalanche characteristics 被引量:1
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作者 Luyang LI yujuan sun Weiguo ZHANG 《Frontiers of Mathematics in China》 SCIE CSCD 2016年第2期339-352,共14页
Boolean functions possessing multiple cryptographic criteria play an important role in the design of symmetric cryptosystems. The following criteria for cryptographic Boolean functions are often considered: high nonl... Boolean functions possessing multiple cryptographic criteria play an important role in the design of symmetric cryptosystems. The following criteria for cryptographic Boolean functions are often considered: high nonlinearity, balancedness, strict avalanche criterion, and global avalanche characteristics. The trade-off among these criteria is a difficult problem and has attracted many researchers. In this paper, two construction methods are provided to obtain balanced Boolean functions with high nonlinearity. Besides, the constructed functions satisfy strict avalanche criterion and have good global avalanche characteristics property. The algebraic immunity of the constructed functions is also considered. 展开更多
关键词 Boolean function CRYPTOGRAPHY NONLINEARITY strict avalanchecriterion (SAC) global avalanche characteristics
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