13 citations · 42 across the 12 of their papers we have counts for
4 papers · 1 filter
A Distributed Privacy-Preserving Learning Dynamics in General Social Networks
Youming Tao, Shuzhen Chen, Feng Li +3
In this paper, we study a distributed privacy-preserving learning problem in social networks with general topology. The agents can communicate with each other over the network, whi…
MalFox: Camouflaged Adversarial Malware Example Generation Based on Conv-GANs Against Black-Box Detectors
Fangtian Zhong, Xiuzhen Cheng, Dongxiao Yu +3
Deep learning is a thriving field currently stuffed with many practical applications and active research topics. It allows computers to learn from experience and to understand the…
Applications of Differential Privacy in Social Network Analysis: A Survey
Honglu Jiang, Jian Pei, Dongxiao Yu +3
Differential privacy is effective in sharing information and preserving privacy with a strong guarantee. As social network analysis has been extensively adopted in many application…
Privacy-aware Data Trading
Shengling Wang, Lina Shi, Junshan Zhang +2
The growing threat of personal data breach in data trading pinpoints an urgent need to develop countermeasures for preserving individual privacy. The state-of-the-art work either e…