Graph neural networks: a survey on the links between privacy and security.
Faqian GuanTianqing ZhuWanlei ZhouKim-Kwang Raymond ChooPublished in: Artif. Intell. Rev. (2024)
Keyphrases
- neural network
- security issues
- security concerns
- statistical databases
- security and privacy issues
- personal data
- privacy preserving
- preserving privacy
- data security
- privacy requirements
- information security
- secure multiparty computation
- security mechanisms
- security threats
- privacy issues
- security risks
- link analysis
- sensitive data
- security measures
- electronic payment
- security properties
- confidential information
- security policies
- privacy concerns
- protection mechanisms
- access control
- pattern recognition
- security requirements
- personal information
- graph theory
- random walk
- authentication protocol
- nodes of a graph
- individual privacy
- security services
- rfid systems
- security problems
- data privacy
- graph structure
- privacy preserving data mining
- directed graph
- biometric template
- weighted graph
- strongly connected
- privacy preservation
- security management
- privacy enhancing
- intrusion detection
- user privacy
- privacy protection
- cryptographic protocols
- network security
- link formation
- information loss
- back propagation
- social network analysis
- data quality
- identity management
- security analysis
- cyber security