Safety in Graph Machine Learning: Threats and Safeguards.
Song WangYushun DongBinchi ZhangZihan ChenXingbo FuYinhan HeCong ShenChuxu ZhangNitesh V. ChawlaJundong LiPublished in: CoRR (2024)
Keyphrases
- machine learning
- security measures
- machine learning methods
- random walk
- graph representation
- decision trees
- pattern recognition
- supervised learning
- artificial intelligence
- countermeasures
- bipartite graph
- information security
- learning systems
- text mining
- natural language processing
- computer vision
- support vector machine
- data mining
- graph theoretic
- machine learning approaches
- graph structure
- reinforcement learning
- directed graph
- data analysis
- information extraction
- machine learning algorithms
- connected components
- inductive logic programming
- information systems
- active learning
- weighted graph
- graph model
- semi supervised learning
- knowledge representation
- explanation based learning
- graph partitioning
- learning algorithm
- computational intelligence
- security threats
- graph based algorithm