Over-the-air membership inference attacks as privacy threats for deep learning-based wireless signal classifiers.
Yi ShiKemal DavasliogluYalin E. SagduyuPublished in: WiseML@WiSec (2020)
Keyphrases
- deep learning
- security issues
- privacy issues
- unsupervised learning
- unsupervised feature learning
- training data
- privacy preserving
- machine learning
- deep architectures
- training samples
- support vector
- training examples
- weakly supervised
- decision trees
- mental models
- dimensionality reduction
- training set
- image classification
- information security
- text mining
- d objects