Subgraph Patterns Enhanced Graph Neural Network for Fraud Detection

Author:

Zou Yao,Xiang Sheng,Miao Qijun,Cheng Dawei,Jiang Changjun

Publisher

Springer Nature Singapore

Reference23 articles.

1. Bhattacharyya, S., Jha, S., Tharakunnel, K., Westland, J.C.: Data mining for credit card fraud: a comparative study. Decis. Support Syst. 50(3), 602–613 (2011)

2. Chen, H., Wang, L., Wang, S., Luo, D., Huang, W., Li, Z.: Label aware graph convolutional network - not all edges deserve your attention. CoRR abs/1907.04707 (2019)

3. Cheng, D., Chen, C., Wang, X., Xiang, S.: Efficient top-k vulnerable nodes detection in uncertain graphs. IEEE Trans. Knowl. Data Eng. 35(2), 1460–1472 (2021)

4. Cheng, D., Wang, X., Zhang, Y., Zhang, L.: Risk guarantee prediction in networked-loans. In: IJCAI (2020)

5. Dou, Y., Liu, Z., Sun, L., Deng, Y., Peng, H., Yu, P.S.: Enhancing graph neural network-based fraud detectors against camouflaged fraudsters. In: CIKM, pp. 315–324 (2020)

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