A Survey of Privacy Attacks in Machine Learning.
Maria RigakiSebastian GarcíaPublished in: ACM Comput. Surv. (2024)
Keyphrases
- machine learning
- security risks
- data publishing
- privacy preserving
- security mechanisms
- machine learning methods
- personal information
- privacy preservation
- information extraction
- protection mechanisms
- biometric template
- security issues
- countermeasures
- machine learning algorithms
- information leakage
- artificial intelligence
- cryptographic protocols
- text classification
- learning algorithm
- security threats
- watermarking scheme
- sensitive information
- decision trees
- private information
- pattern recognition
- privacy protection
- natural language processing
- privacy concerns
- computer science
- knowledge representation
- privacy preserving data mining
- statistical databases
- watermarking technique
- feature selection
- security protocols
- active learning
- inductive logic programming
- social networks
- learning tasks
- malicious users
- support vector machine
- network anomaly detection
- data mining