6 citations · 13 across the 5 of their papers we have counts for
5 papers
PPCA: Privacy-preserving Principal Component Analysis Using Secure Multiparty Computation(MPC)
Xiaoyu Fan, Guosai Wang, Kun Chen +2
Privacy-preserving data mining has become an important topic. People have built several multi-party-computation (MPC)-based frameworks to provide theoretically guaranteed privacy,…
Admix: Enhancing the Transferability of Adversarial Attacks
Xiaosen Wang, Xuanran He, Jingdong Wang +1
Deep neural networks are known to be extremely vulnerable to adversarial examples under white-box setting. Moreover, the malicious adversaries crafted on the surrogate (source) mod…
A Class of Optimal Structures for Node Computations in Message Passing Algorithms
Xuan He, Kui Cai, Liang Zhou
Consider the computations at a node in a message passing algorithm. Assume that the node has incoming and outgoing messages and $\mathbf{y} =…
Dynamic Programming for Sequential Deterministic Quantization of Discrete Memoryless Channels
Xuan He, Kui Cai, Wentu Song +1
In this paper, under a general cost function , we present a dynamic programming (DP) method to obtain an optimal sequential deterministic quantizer (SDQ) for -ary input discr…
iTrace: An Implicit Trust Inference Method for Trust-aware Collaborative Filtering
Xu He, Bin Liu, Ke-Jia Chen
The growth of Internet commerce has stimulated the use of collaborative filtering (CF) algorithms as recommender systems. A collaborative filtering (CF) algorithm recommends items…