On the Vulnerability of Hyperdimensional Computing-Based Classifiers to Adversarial Attacks.
Fangfang YangShaolei RenPublished in: NSS (2020)
Keyphrases
- support vector
- training data
- decision trees
- linear classifiers
- supervised classification
- training set
- svm classifier
- machine learning algorithms
- test set
- feature selection
- countermeasures
- multiple classifiers
- security risks
- digital images
- buffer overflow
- neural network
- malicious attacks
- attack detection
- denial of service attacks
- security vulnerabilities
- attack graphs
- ensemble classifier
- classification rate
- roc curve
- classification algorithm
- privacy preserving
- naive bayes
- wireless sensor networks
- multi agent
- feature extraction