DELATOR: Money Laundering Detection via Multi-Task Learning on Large Transaction Graphs

Author:

Assumpcao Henrique S.1,Souza Fabricio1,Campos Leandro Lacerda2,de Castro Pires Vinicius T.2,de Almeida Paulo M. Laurentys3,Murai Fabricio4

Affiliation:

1. Universidade Federal de Minas Gerais

2. Universidade Federal de Minas Gerais,InterMind (Inter&Co)

3. InterMind (Inter&Co)

4. Universidade Federal de Minas Gerais,Worcester Polytechnic Institute

Publisher

IEEE

Reference15 articles.

1. Lightgbm: A highly efficient gradient boosting decision tree;ke;Advances in neural information processing systems,2017

2. Delator: Money laundering detection via multi-task learning on large transaction graphs;assumpção,2022

3. Fighting biases with dynamic boosting;dorogush;CoRR,2017

4. Dgl-ke: Training knowledge graph embeddings at scale;zheng;Proceedings of ACM SIGIR International Conference on Research and Development in Information Retrieval,2020

5. Graph-Based LSTM for Anti-money Laundering: Experimenting Temporal Graph Convolutional Network with Bitcoin Data

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Enhancing Money Laundering Detection Addressing Imbalanced Data and Leveraging Typological Features Analysis;2024 21st International Joint Conference on Computer Science and Software Engineering (JCSSE);2024-06-19

2. MLaD²: A Semi-Supervised Money Laundering Detection Framework Based on Decoupling Training;IEEE Transactions on Information Forensics and Security;2024

3. DELATOR: Money Laundering Detection via Multi-Task Learning on Large Transaction Graphs;2022 IEEE International Conference on Big Data (Big Data);2022-12-17

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