Fast Gradient Attack on Network Embedding

8 Sep 2018 Jinyin Chen Yangyang Wu Xuanheng Xu Yixian Chen Haibin Zheng Qi Xuan

Network embedding maps a network into a low-dimensional Euclidean space, and thus facilitate many network analysis tasks, such as node classification, link prediction and community detection etc, by utilizing machine learning methods. In social networks, we may pay special attention to user privacy, and would like to prevent some target nodes from being identified by such network analysis methods in certain cases... (read more)

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Categories


  • PHYSICS AND SOCIETY
  • SOCIAL AND INFORMATION NETWORKS