Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization.
Luis Muñoz-GonzálezBattista BiggioAmbra DemontisAndrea PaudiceVasin WongrassameeEmil C. LupuFabio RoliPublished in: AISec@CCS (2017)
Keyphrases
- learning algorithm
- optimization algorithm
- deep architectures
- machine learning algorithms
- global optimization
- optimization problems
- learning tasks
- kernel machines
- learning scheme
- optimization process
- neural network
- optimization method
- discrete optimization
- learning models
- active learning
- training data
- deep learning
- gradient direction
- genetic algorithm