Wavelet Scattering Transform and Ensemble Methods for Side-Channel Analysis.
Gabriel DestouetCécile DumasAnne FrassatiValérie PerrierPublished in: COSADE (2020)
Keyphrases
- ensemble methods
- prediction accuracy
- ensemble learning
- machine learning methods
- decision trees
- random forests
- benchmark datasets
- base classifiers
- random forest
- generalization ability
- wavelet transform
- majority voting
- bootstrap sampling
- ensemble classifier
- base learners
- drifting concepts
- decision tree ensembles
- neural network
- denoising
- classifier ensemble
- feature subset
- multiple models
- ensemble feature selection
- bias variance analysis
- trade off
- imbalanced data
- feature extraction
- data sets