Privacy-Preserving Machine Learning Based Data Analytics on Edge Devices.
Jianxin R. ZhaoRichard MortierJon CrowcroftLiang WangPublished in: AIES (2018)
Keyphrases
- privacy preserving
- machine learning
- data analytics
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- big data
- data analysis
- private information
- privacy concerns
- data privacy
- cloud computing
- data mining
- privacy sensitive
- sensitive information
- unstructured data
- mobile devices
- decision trees
- business intelligence
- privacy protection
- horizontally partitioned data
- open source
- text mining
- keyword search
- text classification
- natural language processing
- internet search
- information extraction
- case study
- feature selection
- scalar product
- real world
- data sets