H2-FDetector: A GNN-based Fraud Detector with Homophilic and Heterophilic Connections-Reference-Cited by-同舟云学术

H2-FDetector: A GNN-based Fraud Detector with Homophilic and Heterophilic Connections

Published:2022-04-25 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the ACM Web Conference 2022
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Author:

Shi Fengzhao¹,Cao Yanan²,Shang Yanmin²,Zhou Yuchen¹,Zhou Chuan³,Wu Jia⁴

Affiliation:

1. UCAS, School of Cyber Security, University of Chinese Academy of Sciences & Institute of Information Engineering, Chinese Academy of Sciences, China

2. CAS, Institute of Information Engineering, Chinese Academy of Sciences & School of Cyber Security, University of Chinese Academy of Sciences, China

3. CAS, Academy of Mathematics and Systems Science, Chinese Academy of Sciences & School of Cyber Security, University of Chinese Academy of Sciences, China

4. School of Computing, Macquarie University, Australia

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3485447.3512195

Reference40 articles.

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2. Yu Chen Lingfei Wu and Mohammed J. Zaki. 2019. Deep Iterative and Adaptive Learning for Graph Neural Networks. CoRR abs/1912.07832(2019). arXiv:1912.07832http://arxiv.org/abs/1912.07832 Yu Chen Lingfei Wu and Mohammed J. Zaki. 2019. Deep Iterative and Adaptive Learning for Graph Neural Networks. CoRR abs/1912.07832(2019). arXiv:1912.07832http://arxiv.org/abs/1912.07832

3. Spatio-Temporal Attention-Based Neural Network for Credit Card Fraud Detection

4. Eli Chien , Jianhao Peng , Pan Li , and Olgica Milenkovic . 2021 . Adaptive Universal Generalized PageRank Graph Neural Network. In International Conference on Learning Representations. https://openreview.net/forum?id=n6jl7fLxrP Eli Chien, Jianhao Peng, Pan Li, and Olgica Milenkovic. 2021. Adaptive Universal Generalized PageRank Graph Neural Network. In International Conference on Learning Representations. https://openreview.net/forum?id=n6jl7fLxrP

5. Spotting Collective Behaviour of Online Frauds in Customer Reviews

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