Noise Reduction in Side Channel Attack Using Fourth-Order Cumulant

@article{Le2007NoiseRI,
  title={Noise Reduction in Side Channel Attack Using Fourth-Order Cumulant},
  author={Thanh-Ha Le and Jessy Cl{\'e}di{\`e}re and Christine Servi{\`e}re and Jean-Louis Lacoume},
  journal={IEEE Transactions on Information Forensics and Security},
  year={2007},
  volume={2},
  pages={710-720}
}
Side channel attacks exploit physical information leaked during the operation of a cryptographic device (e.g., a smart card). The confidential data, which can be leaked from side channels, are timing of operations, power consumption, and electromagnetic emanation. In this paper, we propose a preprocessing method based on the fourth-order cumulant, which aims to improve the performance of side channel attacks. It takes advantages of the Gaussian and nonGaussian properties, that respectively… CONTINUE READING
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