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- f*ckiang Lu China Quality Certification Center South China Laboratory, Guangzhou, China,
China Quality Certification Center South China Laboratory, Guangzhou, China
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- Weijian Li https://ror.org/02pcb5m77Guangdong Polytechnic Normal University, Guangzhou, China,
https://ror.org/02pcb5m77Guangdong Polytechnic Normal University, Guangzhou, China
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- Zanyu Huang https://ror.org/02pcb5m77Guangdong Polytechnic Normal University, Guangzhou, China,
https://ror.org/02pcb5m77Guangdong Polytechnic Normal University, Guangzhou, China
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- Chuanlu Chen China Quality Certification Center South China Laboratory, Guangzhou, China,
China Quality Certification Center South China Laboratory, Guangzhou, China
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- Peng Chen China Quality Certification Center South China Laboratory, Guangzhou, China
China Quality Certification Center South China Laboratory, Guangzhou, China
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Web and Big Data: 7th International Joint Conference, APWeb-WAIM 2023, Wuhan, China, October 6–8, 2023, Proceedings, Part IVOct 2023Pages 328–342https://doi.org/10.1007/978-981-97-2421-5_22
Published:12 May 2024Publication History
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Web and Big Data: 7th International Joint Conference, APWeb-WAIM 2023, Wuhan, China, October 6–8, 2023, Proceedings, Part IV
An Improved Method ofSide Channel Leak Assessment forCryptographic Algorithm
Pages 328–342
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Abstract
As a standard method of side channel leak assessment, TVLA is a popular research direction of side channel attack. TVLA mainly conducts leak assessment based on Welch’s t-test or paired t-test, but in some evaluation scenarios, different leak assessment results may appear in the two hypothesis tests. Firstly, the modified relationship between the two kinds of t-tests is studied in theory, and then it is pointed out that the paired t-test is better when there is a positive correlation between the two groups of sampled populations to be evaluated, while the correcting two-sample t-test is needed when there is an independent or negative correlation. Secondly, it is verified by experiments that in common experimental scenarios, such as noise of common measuring equipment, temperature fluctuation and the choice of cross-input plaintext sequence will lead to positive correlation between samples, especially in the first two scenarios, the paired t-test can play a fast, efficient and robust role. Theoretical analysis and experimental results show that the method of mutual correction by two hypothesis tests ensures the accuracy and efficiency of side channel leakage assessment.
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Published in
Web and Big Data: 7th International Joint Conference, APWeb-WAIM 2023, Wuhan, China, October 6–8, 2023, Proceedings, Part IV
Oct 2023
538 pages
ISBN:978-981-97-2420-8
DOI:10.1007/978-981-97-2421-5
- Editors:
- Xiangyu Song
https://ror.org/03qdqbt06Peng Cheng Laboratory, Shenzhen, China
, - Ruyi Feng
China University of Geosciences, Wuhan, China
, - Yunliang Chen
https://ror.org/04gcegc37China University of Geosciences, Wuhan, China
, - Jianxin Li
https://ror.org/02czsnj07Deakin University, Burwood, VIC, Australia
, - Geyong Min
University of Exeter, Exeter, UK
© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024
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Springer-Verlag
Berlin, Heidelberg
Publication History
- Published: 12 May 2024
Author Tags
- TVLA
- paired t-test
- correcting two-sample t-tests
- assessment of side channel
- side channel attack
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