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Subject: Engineering
Title:
generic side-channel distinguisher based on kolmogorov-smirnov test: explicit construction and practical evaluation
Author: Liu Jiye ; Zhou Yongbin ; Yang Shuguo ; Feng Dengguo
Keyword: Electrical engineering ; Electronics engineering
Source: Chinese Journal of Electronics
Issued Date: 2012
Volume: 21, Issue:3, Pages:548-553
Indexed Type: EI ; SCI
Department: (1) State Key Laboratory of Information Security Institute of Software Chinese Academy of Sciences Beijing 100190 China; (2) Graduate University of Chinese Academy of Sciences Beijing 100049 China
Sponsorship: National Natural Science Foundation of China 61073178; Natural Science Foundation of Beijing 4112064
Abstract: Construction and evaluation of efficient distinguishers with broad generality is one fundamental problem in the area of side-channel cryptanalysis. Due to their capabilities to deal with general correlations, MIA-like distinguishers have received wide attention from academia. In this paper, we conduct a comprehensive comparison investigation of existing MIA-like distinguishers, and then propose a new generic side-channel distinguisher based on partial Kolmogorov-Smirnov test, namely PKS distinguisher. Theoretical analysis and experimental attacks unanimously justify that PKS distinguisher works remarkably well with both linear and non-linear leakage models. Specifically, PKS distinguisher has obvious advantages over existing MIA-like distinguishers in terms of both success rate and guessing entropy. Additionally, lower computational complexity of PKS distinguisher further shows its better applicability than MIA-like distinguishers.
English Abstract: Construction and evaluation of efficient distinguishers with broad generality is one fundamental problem in the area of side-channel cryptanalysis. Due to their capabilities to deal with general correlations, MIA-like distinguishers have received wide attention from academia. In this paper, we conduct a comprehensive comparison investigation of existing MIA-like distinguishers, and then propose a new generic side-channel distinguisher based on partial Kolmogorov-Smirnov test, namely PKS distinguisher. Theoretical analysis and experimental attacks unanimously justify that PKS distinguisher works remarkably well with both linear and non-linear leakage models. Specifically, PKS distinguisher has obvious advantages over existing MIA-like distinguishers in terms of both success rate and guessing entropy. Additionally, lower computational complexity of PKS distinguisher further shows its better applicability than MIA-like distinguishers.
Language: 英语
WOS ID: WOS:000306618700031
Citation statistics:
Content Type: 期刊论文
URI: http://ir.iscas.ac.cn/handle/311060/15014
Appears in Collections:软件所图书馆_期刊论文

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Recommended Citation:
Liu Jiye,Zhou Yongbin,Yang Shuguo,et al. generic side-channel distinguisher based on kolmogorov-smirnov test: explicit construction and practical evaluation[J]. Chinese Journal of Electronics,2012-01-01,21(3):548-553.
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