Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA.
Zhenghang RenMingxuan FanZilong WangJunxue ZhangChaoliang ZengZhicong HuangCheng HongKai ChenPublished in: USENIX Security Symposium (2024)
Keyphrases
- machine learning
- cryptographic protocols
- covert channel
- security protocols
- authentication protocol
- lightweight
- group communication
- scalar product
- secure routing
- key exchange protocol
- key distribution
- security analysis
- vertically partitioned data
- homomorphic encryption
- secure multi party
- diffie hellman
- key agreement protocol
- privacy preserving
- tcp ip
- rfid systems
- data mining
- knowledge acquisition
- multi party
- collaborative learning
- provably secure
- decision trees
- key agreement
- electronic voting
- secure multiparty computation
- machine learning algorithms
- key management
- machine learning methods
- cryptographic algorithms
- learning algorithm
- feature selection
- key establishment
- security model
- security requirements
- password authentication
- trusted third party
- key exchange
- security services
- mutual authentication
- mobile agent system
- security properties
- user authentication
- elliptic curve
- standard model
- security mechanisms
- end to end