Strength in Numbers: Improving Generalization with Ensembles in Machine Learning-based Profiled Side-channel Analysis.
Guilherme PerinLukasz ChmielewskiStjepan PicekPublished in: IACR Trans. Cryptogr. Hardw. Embed. Syst. (2020)
Keyphrases
- machine learning
- learning machines
- decision trees
- machine learning methods
- learning systems
- inductive bias
- pattern recognition
- explanation based learning
- ensemble learning
- ensemble methods
- text mining
- machine learning algorithms
- learning tasks
- active learning
- learning models
- machine learning and data mining
- learning algorithm
- data mining
- computational intelligence
- model selection
- ensemble selection
- real time
- data sets
- computer vision
- natural language
- support vector machine
- information extraction
- kernel methods
- supervised learning
- inductive learning
- knowledge discovery
- expert systems
- computer science
- random forests
- natural language processing
- training data
- semi supervised learning
- generalization bounds
- neural network
- text classification