Adversarial Feature Selection against Evasion Attacks.
Fei ZhangPatrick P. K. ChanBattista BiggioDaniel S. YeungFabio RoliPublished in: CoRR (2020)
Keyphrases
- feature selection
- countermeasures
- information security
- text categorization
- classification accuracy
- feature selection algorithms
- feature set
- mutual information
- watermarking scheme
- terrorist attacks
- multi agent
- feature subset
- security threats
- support vector
- model selection
- support vector machine
- multi class
- security issues
- method for feature selection
- malicious attacks
- unsupervised feature selection
- irrelevant features
- selected features
- feature space
- dimensionality reduction
- high dimensionality
- genetic algorithm
- text classification
- multi task
- unsupervised learning
- traffic analysis
- information gain
- knn
- microarray data