SoK: Security and Privacy in Machine Learning.
Nicolas PapernotPatrick D. McDanielArunesh SinhaMichael P. WellmanPublished in: EuroS&P (2018)
Keyphrases
- machine learning
- security issues
- statistical databases
- security concerns
- security mechanisms
- security properties
- data security
- privacy issues
- security and privacy issues
- personal data
- preserving privacy
- privacy preserving
- information security
- sensitive data
- security risks
- privacy requirements
- data privacy
- privacy concerns
- security requirements
- secure multiparty computation
- authentication protocol
- security threats
- security services
- machine learning methods
- identity management
- protection mechanisms
- security measures
- confidential information
- personal information
- rfid systems
- security problems
- electronic payment
- privacy enhancing
- data mining
- privacy preservation
- feature selection
- decision trees
- privacy preserving data mining
- security policies
- access control
- individual privacy
- trusted third party
- semi honest
- machine learning algorithms
- intrusion detection
- data confidentiality
- encryption key
- data protection
- security management
- cloud computing
- information extraction
- natural language processing
- network security
- learning algorithm
- user privacy
- mutual authentication
- biometric template
- privacy policies
- cyber security
- rfid tags
- outsourced databases