Privacy-Preserving Deep Learning on Machine Learning as a Service - a Comprehensive Survey.
Harry Chandra TanuwidjajaRakyong ChoiSeunggeun BaekKwangjo KimPublished in: IEEE Access (2020)
Keyphrases
- privacy preserving
- deep learning
- machine learning
- unsupervised learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- data privacy
- service providers
- private information
- mental models
- privacy sensitive
- preserving privacy
- privacy protection
- sensitive data
- horizontally partitioned data
- privacy concerns
- pattern recognition
- learning algorithm
- sensitive information
- natural language processing
- weakly supervised
- privacy issues
- private data
- computer vision
- support vector machine
- knowledge discovery
- differential privacy
- supervised learning
- privacy requirements
- decision trees
- information retrieval