SCN_GNN: A GNN-based fraud detection algorithm combining strong node and graph topology information

Semi-Supervised Classification with Graph Convolutional Networks

Thomas Kipf, Max Welling · arXiv (Cornell University) · 2016 · 8.1K citations · Full text

Computing, Computer Science, Feature Engineering +16

Inductive Representation Learning on Large Graphs

William L. Hamilton, Rex Ying, Jure Leskovec · arXiv (Cornell University) · 2017 · 4.5K citations · Full text

Computing, Computer Science, Feature Engineering +15

Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks

Tian Bian, Xi Xiao, Tingyang Xu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 701 citations · Full text

Social Sciences, Communication, Mass Communication +16

Collective Opinion Spam Detection

Shebuti Rayana, Leman Akoglu · 2015 · 603 citations

Business, Cybersecurity, Consumer Behavior +13

Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters

Yingtong Dou, Zhiwei Liu, Li Sun et al. · 2020 · 553 citations · Full text

Computing, Computer Science, Computer Security +14