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Monitoring Software Execution Flow Through Power Consumption and Dynamic Time Warping.
- Source :
- IEEE Embedded Systems Letters; Jun2023, Vol. 15 Issue 2, p101-104, 4p
- Publication Year :
- 2023
-
Abstract
- This letter presents a technique for nonintrusive code execution tracking using side-channel signals of power consumption. Using a nearest-neighbor classifier that integrates the dynamic time warping distance with information from the control flow graph, it is possible to identify executed basic blocks from a trace of power consumption that exhibits temporal distortions due to assembly-level artifacts and varying operational conditions. Experimental results show that the proposed technique achieves over 95% precision when inferring the runtime execution flow of a cruise control application using unmarked traces of power consumption collected from different processors. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 19430663
- Volume :
- 15
- Issue :
- 2
- Database :
- Complementary Index
- Journal :
- IEEE Embedded Systems Letters
- Publication Type :
- Academic Journal
- Accession number :
- 164047874
- Full Text :
- https://doi.org/10.1109/LES.2022.3197092