Securing Federated Sensitive Topic Classification against Poisoning Attacks.
Tianyue ChuÁlvaro García-RecueroCostas IordanouGeorgios SmaragdakisNikolaos LaoutarisPublished in: NDSS (2023)
Keyphrases
- classification accuracy
- pattern recognition
- automatic classification
- classification method
- decision trees
- machine learning
- text classification
- feature space
- classification systems
- support vector machine svm
- classification algorithm
- pattern classification
- document classification
- digital libraries
- classification process
- supervised learning
- classification scheme
- decision rules
- information systems
- classification rules
- security threats
- countermeasures
- data sets
- feature selection
- support vector machine
- support vector
- feature vectors
- preprocessing