Practical Privacy-Preserving MLaaS: When Compressive Sensing Meets Generative Networks.
Jia WangWuqiang SuZushu HuangJie ChenChengwen LuoJianqiang LiPublished in: AAAI (2024)
Keyphrases
- privacy preserving
- compressive sensing
- random projections
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- sparse representation
- private information
- privacy preserving data mining algorithms
- image representation
- privacy protection
- differential privacy
- sensitive information
- compressive sampling
- unsupervised learning
- signal processing
- data privacy
- horizontally partitioned data
- privacy sensitive
- privacy concerns
- data mining
- scalar product
- machine learning
- compressed sensing
- search engine
- computer vision
- object recognition
- query processing
- dimensionality reduction
- image reconstruction
- image classification