A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space.
Thibault SimonettoSalijona DyrmishiSalah GhamiziMaxime CordyYves Le TraonPublished in: IJCAI (2022)
Keyphrases
- feature space
- defense mechanisms
- ddos attacks
- high dimensional
- feature vectors
- classification accuracy
- support vector machine
- mean shift
- input space
- multi agent
- computer virus
- discriminating power
- kernel methods
- training samples
- intrusion detection
- dimensionality reduction
- data points
- input data
- feature selection
- countermeasures
- network security
- hyperplane
- dimension reduction
- high dimensionality
- principal component analysis
- linear discriminant analysis
- secret key
- training set
- detection mechanism
- feature extraction
- denial of service attacks
- data sets