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| generic side-channel distinguisher based on kolmogorov-smirnov test: explicit construction and practical evaluation | |
| Liu Jiye; Zhou Yongbin; Yang Shuguo; Feng Dengguo | |
| 2012 | |
| Source | Chinese Journal of Electronics
 |
| ISSN | 1022-4653 |
| Volume | 21Issue:3Pages:548-553 |
| 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.; 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. |
| Indexed Type | EI ; SCI |
| Keyword | Electrical Engineering Electronics Engineering |
| 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 |
| Subject | Engineering |
| Sponsorship | National Natural Science Foundation of China 61073178; Natural Science Foundation of Beijing 4112064 |
| Language | 英语 |
| WOS ID | WOS:000306618700031 |
| Citation statistics | |
| Content Type | 期刊论文 |
| URI | http://ir.iscas.ac.cn/handle/311060/15014 |
| Collection | 中国科学院软件研究所 |
| Recommended Citation GB/T 7714 | 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,2012,21(3):548-553. |
| APA | Liu Jiye,Zhou Yongbin,Yang Shuguo,&Feng Dengguo.(2012).generic side-channel distinguisher based on kolmogorov-smirnov test: explicit construction and practical evaluation.Chinese Journal of Electronics,21(3),548-553. |
| MLA | Liu Jiye,et al."generic side-channel distinguisher based on kolmogorov-smirnov test: explicit construction and practical evaluation".Chinese Journal of Electronics 21.3(2012):548-553. |
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