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.
Original language | English |
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Title of host publication | Constructive Side-Channel Analysis and Secure Design |
Editors | François-Xavier Standaert, Elisabeth Oswald |
Number of pages | 21 |
Volume | 9689 |
Publisher | Springer International Publishing |
Publication date | 23.07.2016 |
Pages | 163-183 |
ISBN (Print) | 978-3-319-43282-3 |
ISBN (Electronic) | 978-3-319-43283-0 |
DOIs | |
Publication status | Published - 23.07.2016 |
Event | 7th International Workshop on Constructive Side-Channel Analysis and Secure Design - Graz, Austria Duration: 14.04.2016 → 15.04.2016 |