Power Side Channel Attack of AES FPGA Implementation with Experimental Results using Full Keys

Aurelien T. Mozipo, J. Acken
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Abstract

The ability to attack Advanced Encryption Standard (AES) algorithms in the last round has been shown to be possible by enumerating the key guesses one byte at a time. However, attacking the first round does not lend itself to such a technique because of the presence of the mix-column layer. We demonstrate an attack on the 1st round of AES encryption by defining a leakage function based on the full key, and then we apply correlation power analysis to successfully uncover the encryption key. The success rate, defined by the Euclidian distance fluctuation is 0.788, which is higher than similar applications in the current literature. We also introduce the concept of Kullback-Leibler entropy as a distinguisher for discriminating between the power measurements and the estimated power of the key guesses. We demonstrate this as a new way of reducing the key search space via key ranking with applications for power side-channel attacks on the implementations of AES algorithms in an FPGA.
全密钥AES功率侧信道攻击的FPGA实现及实验结果
在最后一轮中,攻击高级加密标准(AES)算法的能力已被证明是可能的,方法是每次枚举一个字节的密钥猜测。但是,攻击第一轮并不适合这种技术,因为存在混合列层。我们通过定义基于完整密钥的泄漏函数来演示对第一轮AES加密的攻击,然后我们应用相关功率分析来成功地揭示加密密钥。以欧氏距离波动定义的成功率为0.788,高于目前文献中类似的应用。我们还引入了Kullback-Leibler熵的概念,作为区分功率测量值和关键猜测的估计功率的区分器。我们演示了这是一种通过密钥排序减少密钥搜索空间的新方法,并应用于FPGA中AES算法实现的功率侧信道攻击。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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