TPoison: Data-Poisoning Attack against GNN-Based Social Trust Model
Jiahui Zhao,
Nan Jiang,
Kanglu Pei
et al.
Abstract:In online social networks, users can vote on different trust levels for each other to indicate how much they trust their friends. Researchers have improved their ability to predict social trust relationships through a variety of methods, one of which is the graph neural network (GNN) method, but they have also brought the vulnerability of the GNN method into the social trust network model. We propose a data-poisoning attack method for GNN-based social trust models based on the characteristics of social trust n… Show more
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