Wavelet scattering transform and ensemble methods for side-channel analysis

DOI10.1007/978-3-030-68773-1_4zbMath1504.94133OpenAlexW3013035151MaRDI QIDQ2106686

Anne Frassati, Valérie Perrier, Cécile Dumas, Gabriel Destouet

Publication date: 16 December 2022

Full work available at URL: https://doi.org/10.1007/978-3-030-68773-1_4

zbMATH Keywords

machine learningtime-frequency analysisensemble methodsside-channel analysistemplate attackwavelet scattering transforms

Mathematics Subject Classification ID

Nontrigonometric harmonic analysis involving wavelets and other special systems (42C40) Learning and adaptive systems in artificial intelligence (68T05) Cryptography (94A60)

Uses Software

• Kymatio
• ScatNet

Cites Work

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• Kymatio
• Breaking cryptographic implementations using deep learning techniques
• Group Invariant Scattering
• Improving Differential Power Analysis by Elastic Alignment
• SCATTER: A New Dimension in Side-Channel
• DPA Leakage Models for CMOS Logic Circuits
• Deep Scattering Spectrum
• Convolutional Neural Networks with Data Augmentation Against Jitter-Based Countermeasures

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