SHIELD: A Framework for Efficient and Secure Machine Learning Classification in Constrained Environments.
Jan Henrik ZiegeldorfJan MetzkeKlaus WehrlePublished in: ACSAC (2018)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- lightweight
- text classification
- main contribution
- machine learning algorithms
- supervised machine learning
- support vector machine
- classification accuracy
- decision trees
- supervised classification
- learning problems
- statistical learning
- support vector
- feature selection
- classification method
- decision rules
- data preparation
- image classification
- unsupervised learning
- knowledge representation
- wireless sensor networks
- feature space
- real world
- neural network
- supervised learning
- active learning
- pattern classification
- computer science
- highly efficient
- computer vision
- machine learning approaches
- artificial intelligence