Paper 2015/1215 Original: eprint.iacr.org/2015/1215 ↗
Simpler, Faster, and More Robust T-test Based Leakage Detection
Abstract
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.
Metadata
- Available format(s)
PDF- Publication info
- Preprint.
- History
- 2016-03-11: last updated
- 2015-12-21: published
- Short URL
- https://ia.cr/2015/1215
- License
- https://creativecommons.org/licenses/by/4.0/
BibTeX
@misc{cryptoeprint:2015/1215,
author = {A. Adam Ding and Cong Chen and Thomas Eisenbarth},
title = {Simpler, Faster, and More Robust T-test Based Leakage Detection},
howpublished = {Cryptology {ePrint} Archive, Paper 2015/1215},
year = {2015},
url = {https://eprint.iacr.org/2015/1215}
}