The TVLA procedure using the t-test has become a popular leakage detection method. To protect against environmental fluctuation in laboratory measurements, we propose a paired t-test to improve the standard procedure. We take advantage of statistical matched-pairs design to remove the environmental noise effect in leakage detection. Higher order leakage detection is further improved with a moving average method. We compare the proposed test with standard t-test on synthetic data and physical measurements. Our results show that the proposed tests are robust to environmental noise.
CITATION STYLE
Ding, A. A., Chen, C., & Eisenbarth, T. (2016). Simpler, faster, and more robust t-test based leakage detection. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 9689, pp. 163–183). Springer Verlag. https://doi.org/10.1007/978-3-319-43283-0_10
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