No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML.
Ziqi ZhangChen GongYifeng CaiYuanyuan YuanBingyan LiuDing LiYao GuoXiangqun ChenPublished in: CoRR (2023)
Keyphrases
- security issues
- security concerns
- statistical databases
- data security
- personal data
- preserving privacy
- security mechanisms
- information security
- data privacy
- privacy concerns
- security measures
- security risks
- security and privacy issues
- personal information
- identity management
- sensitive data
- privacy preserving
- security threats
- security requirements
- privacy requirements
- security services
- electronic payment
- security properties
- privacy issues
- rfid systems
- maximum likelihood
- biometric template
- access control
- security problems
- confidential information
- patient specific
- protection mechanisms
- secure multiparty computation
- privacy enhancing
- data confidentiality
- privacy preservation
- security management
- private information
- security policies
- outsourced databases
- data integrity
- electronic transactions
- cloud computing
- intrusion detection
- privacy preserving data mining
- encryption key
- low cost
- service providers
- homomorphic encryption
- electronic commerce
- privacy protection