A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space.
Thibault SimonettoSalijona DyrmishiSalah GhamiziMaxime CordyYves Le TraonPublished in: CoRR (2021)
Keyphrases
- feature space
- defense mechanisms
- ddos attacks
- mean shift
- dimensionality reduction
- high dimensional
- feature selection
- intrusion detection
- input space
- high dimensional feature space
- feature vectors
- classification accuracy
- feature extraction
- image retrieval
- dimension reduction
- training samples
- network security
- attack detection
- countermeasures
- secret key
- input data
- feature set
- principal component analysis
- support vector machine
- training set
- multi agent
- advanced research projects agency
- denial of service attacks
- neural network
- computer virus
- high dimension
- dissimilarity measure
- hyperplane
- linear discriminant analysis
- kernel methods
- kernel function
- image representation
- data points