DNNShield: Dynamic Randomized Model Sparsification, A Defense Against Adversarial Machine Learning.
Mohammad Hossein SamavatianSaikat MajumdarKristin BarberRadu TeodorescuPublished in: CoRR (2022)
Keyphrases
- machine learning
- experimental data
- mathematical model
- computational model
- learning models
- pattern recognition
- high level
- statistical model
- formal model
- cost function
- management system
- computational intelligence
- knowledge acquisition
- model selection
- theoretical analysis
- bayesian networks
- theoretical framework
- artificial intelligence
- prediction model
- data sets