Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals.
Rui ZhengYuhao ZhouZhiheng XiTao GuiQi ZhangXuanjing HuangPublished in: LREC/COLING (2024)
Keyphrases
- learning algorithm
- high dimensional
- low dimensional
- subspace clustering
- high dimensional data
- feature extraction
- learning process
- principal component analysis
- reinforcement learning
- learning systems
- learning tasks
- independent component analysis
- feature space
- data mining
- online learning
- learning problems
- subspace learning