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Document type:
Konferenzbeitrag
Author(s):
Egger, Maximilian and Schamberger, Thomas and Tebelmann, Lars and Lippert, Florian and Sigl, Georg
Title:
A Second Look at the ASCAD Databases
Abstract:
The ASCAD databases marked the starting point for a large amount of research regarding deep learning-based (SCA). While most work focuses on the analysis of different architectures, little attention has been paid to the datasets used for training and evaluation. In this paper, we provide a detailed analysis of the ASCAD datasets that examines all 16 bytes of the targeted AES implementation and reveals leakage from intermediate values of interest for attribution of Machine Learning (ML)-based SCA...     »
Dewey Decimal Classification:
620 Ingenieurwissenschaften
Editor:
Balasch, Josep; O'Flynn, Colin
Book / Congress title:
Constructive Side-Channel Analysis and Secure Design
Publisher:
Springer International Publishing
Publisher address:
Cham
Year:
2022
Pages:
75--99
Print-ISBN:
978-3-030-99766-3
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