Regularizers to the Rescue: Fighting Overfitting in Deep Learning-based Side-channel Analysis.
Azade RezaeezadeLejla BatinaPublished in: IACR Cryptol. ePrint Arch. (2022)
Keyphrases
- deep learning
- unsupervised learning
- machine learning
- linear combination
- unsupervised feature learning
- decision trees
- restricted boltzmann machine
- weakly supervised
- multi class
- deep architectures
- mental models
- natural images
- data sets
- probabilistic model
- feature space
- object recognition
- feature extraction
- image processing
- data mining