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Application of Neural Networks to Power Analysis †.
- Source :
- Engineering Proceedings; 2023, Vol. 33 Issue 1, p27, 6p
- Publication Year :
- 2023
-
Abstract
- The purpose of this work is to research the possibility of a side-channel attack, more precisely power consumption attack (recovering the encryption key according to the board's power consumption schedule) on the AES-128 algorithm implemented in hardware. Basically, various methods can be used to make an attack, including SPA (Simple Power Consumption Attack) and DPA (Differential Power Consumption Attack). SPA methods involve a simple visual analysis of energy consumption graphs, while DPA involves the use of statistical methods to recover the encryption key. One way to make side-channel attacks more effective is to implement machine learning methods for the described purposes. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 26734591
- Volume :
- 33
- Issue :
- 1
- Database :
- Complementary Index
- Journal :
- Engineering Proceedings
- Publication Type :
- Academic Journal
- Accession number :
- 175756486
- Full Text :
- https://doi.org/10.3390/engproc2023033027