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Academy of Mathematics and Systems Science, CAS Colloquia & Seminars：Kolmogorov-Smirnov type testing for structural breaks: A new adjusted-range based self-normalization approach
结构断裂 Kolmogorov-Smirnov检验 KS检验 调整范围 自归一化方法
2023/4/23
A popular self-normalization (SN) approach in time series analysis uses the variance of a partial sum as a self-normalizer. This is known to be sensitive to irregularities such as persistent autocorre...
A Theoretical Study of Kolmogorov-Smirnov Distinguishers, Side-Channel Analysis vs. Differential Cryptanalysis
Side-channel distinguisher Confusion coefficient Kolmogorov- Smirnov analysis
2016/1/26
In this paper, we carry out a detailed mathematical study of
two theoretical distinguishers based on the Kolmogorov-Smirnov (KS)
distance. This includes a proof of soundness and the derivation of cl...
Systematic Construction and Comprehensive Evaluation of Kolmogorov-Smirnov Test based Side-Channel Distinguishers
side-channel cryptanalysis
2013/4/18
Generic side-channel distinguishers aim at revealing the correct key embedded in cryptographic modules even when few assumptions can be made about their physical leakages. In this context, Kolmogorov-...
Weighted Kolmogorov-Smirnov test: accounting for the tails
Goodness-of-Fit tests Kolmogorov-Smirnov Survival probability Particle in a box
2012/9/14
Accurate Goodness of Fit tests for the extreme tails of empirical distributions is a very im-portant issue, relevant in many contexts, including geophysics, insurance and finance. We have derived exac...
Generic Side-channel Distinguisher Based on Kolmogorov-Smirnov Test: Explicit Construction and Practical Evaluation
Side-Channel Cryptanalysis Power Analysis Attack Distinguisher
2012/6/14
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 corre...
Generic Side-channel Distinguisher Based on Kolmogorov-Smirnov Test: Explicit Construction and Practical Evaluation
Side-Channel Cryptanalysis Power Analysis Attack Distinguisher
2012/8/28
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 corre...
An Exploration of the Kolmogorov-Smirnov Test as Competitor to Mutual Information Analysis
implementation side-channel analysis mutual information analysis
2011/7/25
A theme of recent side-channel research has been the quest for distinguishers which remain effective even when few assumptions can be made about the underlying distribution of the measured leakage tra...
An Exploration of the Kolmogorov-Smirnov Test as Competitor to Mutual Information Analysis
implementation / side-channel analysis mutual information analysis differential power analysis Kolmogorov-Smirnov
2012/3/27
A theme of recent side-channel research has been the quest for distinguishers which remain effective even when few assumptions can be made about the underlying distribution of the measured leakage tra...
Some notes on biasedness and unbiasedness of two-sample Kolmogorov-Smirnov test
notes biasedness unbiasedness two-sample Kolmogorov-Smirnov test
2011/7/6
This paper deals with two-sample Kolmogorov-Smirnov test and its biasedness. This test is not unbiased in general in case of different sample sizes.
PP Kolmogorov-Smirnov统计量其分布尾部的大样本上界
2007/12/13
本文在较广泛的一类条件下得到了由m个正交投影产生的PPKolmo-gorov-Smirnov统计量其分布尾部的大样本上界为$C_0(p)\lambda^{(2+\frac{1}{\delta_1})(p-\frac{m+1}{2})m+2(m-1)}\cdotexp(-2\lambda^2)$,其中$\delta_1>0,C_0(P)$为常数.特别,当P为椭球等高分布或有界分布时,$\delta...
门限自回归模型被广泛地用于许多领域.当建立或使用这类模型时,一个重要问题是需要知道是否存在条件异方差.在本文中,我们对这个问题提出一个非参数检验.检验的大样本理论被给出.我们还通过数值模拟研究了检验方法的有限样本性质.结果表示检验有好的功效.经验百分位点还被给出.