A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges.
Wei JuSiyu YiYifan WangZhiping XiaoZhengyang MaoHourun LiYiyang GuYifang QinNan YinSenzhang WangXinwang LiuXiao LuoPhilip S. YuMing ZhangPublished in: CoRR (2024)
Keyphrases
- real world
- neural network
- security concerns
- formal specification
- data sets
- security and privacy issues
- case study
- artificial neural networks
- privacy preserving
- legal issues
- data mining
- dependency graph
- personal information
- statistical databases
- privacy issues
- dynamic aspects
- database systems
- private information
- security issues
- privacy concerns
- database