Discovering test statistics using genetic programming

The process of developing new test statistics is laborious, requiring the manual development and evaluation of mathematical functions that satisfy several theoretical properties. Automating this process, hitherto not done, would greatly accelerate the ...

Classical statistics relies largely on parametric models. Typically, assumptions are made on the structural and the stochastic parts of the model and optimal procedures are derived under these assumptions. Standard examples are least squares estimators ...

The secret information is split into several parts(multivariate) in the high-order mask. The test vector leakage assessment (TVLA) relied on Welch's t-test(T-test), the analysis of variance (ANOVA) and normalized inter-class variance (NICV) ...

• a new method that quickly and reliably evaluate the security of IT products.
• The Levene test used to in leakage assessment of side channel in high order mask.
• Compared with the original detection method, the new method can reduce ...