Research on the Relationship between the Effect of DPA and Differential Sample Frequency

Ruicong Ma, Daheng Yue, Shaoqing Li, Jihua Chen
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Abstract

As present, Differential Power Analysis (DPA) attack sample the power consumption information of chips using an oscilloscope which sample frequency is much larger than system global clock speed. Through the simulation of the S-box circuit in Advanced Encryption Standard (AES) and differential analysis of power consumption data, we find that, when reached an amount, the sample frequency's increasing has slight influence on the DPA. Yet when the sample frequency decreases, the cost data collected by the collection points tends to be random, which results in the correlation between the measurements of the power and the data being processed is not well revealed. Under the precondition of not impacting the effect of DPA, proper reduction in the sample frequency will not only compress the data but also increase the number of power trace. Thus the effect of the DPA is strengthened. Meanwhile, the cost of design the sampling system is reduced, which leaves more space for the improvement of the accuracy of the sampling system.
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DPA效应与差分采样频率关系的研究
目前,差分功耗分析(DPA)是利用远高于系统全局时钟速度的示波器对芯片的功耗信息进行采样。通过对高级加密标准(Advanced Encryption Standard, AES)中s盒电路的仿真和功耗数据的差分分析,我们发现,当达到一定数量时,采样频率的增加对DPA的影响很小。然而,当采样频率降低时,采集点采集的成本数据趋于随机,导致功率测量值与被处理数据之间的相关性不能很好地显示出来。在不影响DPA效果的前提下,适当降低采样频率不仅会压缩数据,还会增加功率走线的数量。因此,DPA的作用得到了加强。同时,降低了采样系统的设计成本,为采样系统精度的提高留下了更大的空间。
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