CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection.
Hanshu YanJingfeng ZhangGang NiuJiashi FengVincent Y. F. TanMasashi SugiyamaPublished in: CoRR (2021)
Keyphrases
- feature selection
- selecting relevant features
- high dimensionality
- mutual information
- relative importance
- multi agent
- pairwise
- text categorization
- feature set
- irrelevant features
- neural network
- multi class
- feature extraction
- text classification
- computer simulation
- forward selection
- information gain
- multi channel
- feature selection algorithms
- feature weighting
- noisy channel
- high robustness
- computational efficiency
- cellular neural networks
- classification models
- dimensionality reduction
- classification accuracy
- machine learning