Wavelet Scattering Transform and Ensemble Methods for Side-Channel Analysis.
Gabriel DestouetCécile DumasAnne FrassatiValérie PerrierPublished in: IACR Cryptol. ePrint Arch. (2020)
Keyphrases
- ensemble methods
- prediction accuracy
- benchmark datasets
- random forests
- machine learning methods
- ensemble learning
- base classifiers
- decision trees
- random forest
- drifting concepts
- wavelet transform
- generalization ability
- majority voting
- bootstrap sampling
- ensemble classifier
- base learners
- multiple models
- classifier ensemble
- data sets
- feature subset
- denoising
- genetic algorithm
- feature set
- pairwise
- training data
- image processing
- imbalanced data
- machine learning