Privacy and Transparency in Graph Machine Learning: A Unified Perspective.
Megha KhoslaPublished in: CoRR (2022)
Keyphrases
- machine learning
- learning algorithm
- graph representation
- pattern recognition
- information extraction
- learning tasks
- machine learning algorithms
- personal information
- knowledge acquisition
- support vector machine
- viewpoint
- security issues
- statistical databases
- graph model
- machine learning approaches
- explanation based learning
- privacy preserving
- graph theory
- machine learning methods
- graph mining
- weighted graph
- graph structure
- directed graph
- structured data
- semi supervised learning
- random walk
- supervised learning
- connected components
- decision trees
- computer vision
- computer science
- graph based algorithm
- private data
- privacy preservation
- privacy preserving data mining
- privacy concerns
- artificial intelligence
- graph partitioning
- active learning
- text mining
- learning systems
- data mining