Privacy Preserving Machine Learning for Malicious URL Detection.
Imtiyazuddin ShaikNitesh EmmadiHarshal TupsamudreHarika NarumanchiRajan Mindigal Alasingara BhattacharPublished in: DEXA Workshops (2021)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- malicious url detection
- privacy preservation
- vertically partitioned data
- feature selection
- data privacy
- sensitive information
- private information
- multi party
- online learning
- record linkage
- horizontally partitioned data
- privacy requirements
- data publishing
- text classification
- data perturbation
- privacy concerns
- secure multiparty computation
- text mining
- private data
- sensitive data
- preserving privacy
- differential privacy
- data mining
- privacy protection
- privacy sensitive
- scalar product
- decision trees
- naive bayesian classification
- data analysis
- privacy preserving classification
- privacy guarantees
- privacy issues
- cost sensitive
- active learning
- partitioned data
- learning algorithm