ABNN <sup>2</sup>
Liyan Shen, Ye Dong, Binxing Fang, Jinqiao Shi, Xuebin Wang, Shengli Pan, Ruisheng Shi
Abstract
Data privacy and security issues are preventing a lot of potential on-cloud machine learning as services from happening. In the recent past, secure multi-party computation (MPC) has been used to achieve the secure neural network predictions, guaranteeing the privacy of data. However, the cost of the existing two-party solutions is expensive and they are impractical in real-world setting.
Topics & Concepts
Computer scienceCloud computingComputer securityInformation privacyArtificial neural networkComputationInternet privacyArtificial intelligenceOperating systemAlgorithmCryptography and Data SecurityPrivacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques