https://github.com/safe-graph/graph-fraud-detection-papers

A curated list of Graph/Transformer-based fraud, anomaly, and outlier detection papers & resources

academic-publications anomaly-detection awsome-list data-mining data-science dataset deep-learning foundation-models fraud-detection graph-algorithms graph-convolutional-networks graph-neural-networks llm machine-learning outlier-detection papers security spam-detection survey transformer

Last synced: 26 Jan 2026

https://github.com/safe-graph/dgfraud

A Deep Graph-based Toolbox for Fraud Detection

anomaly-detection datamining datascience dblp-dataset financial-engineering fraud-detection fraud-prevention graph graph-algorithms graph-convolutional-networks graph-neural-networks graphneuralnetwork machine-learning opensource outlier-detection security security-tools spamdetection toolkit yelp-dataset

Last synced: 04 Apr 2025

https://github.com/safe-graph/DGFraud

A Deep Graph-based Toolbox for Fraud Detection

anomaly-detection datamining datascience dblp-dataset financial-engineering fraud-detection fraud-prevention graph graph-algorithms graph-convolutional-networks graph-neural-networks graphneuralnetwork machine-learning opensource outlier-detection security security-tools spamdetection toolkit yelp-dataset

Last synced: 01 Apr 2025

https://github.com/safe-graph/gnn-fakenews

A collection of GNN-based fake news detection models.

benchmarking deep-learning fakenewsdetection graphneuralnetwork machine-learning misinformation social-media social-network-analysis

Last synced: 10 Sep 2025

https://github.com/safe-graph/GNN-FakeNews

A collection of GNN-based fake news detection models.

benchmarking deep-learning fakenewsdetection graphneuralnetwork machine-learning misinformation social-media social-network-analysis

Last synced: 21 Jul 2025

https://github.com/safe-graph/UGFraud

An Unsupervised Graph-based Toolbox for Fraud Detection

anomaly-detection data-science fraud-detection fraud-prevention graph-algorithms machine-learning opensource outlier-detection security-tools spam-detection toolbox

Last synced: 09 May 2025

https://github.com/safe-graph/ugfraud

An Unsupervised Graph-based Toolbox for Fraud Detection

anomaly-detection data-science fraud-detection fraud-prevention graph-algorithms machine-learning opensource outlier-detection security-tools spam-detection toolbox

Last synced: 17 Mar 2025

https://github.com/safe-graph/dgfraud-tf2

A Deep Graph-based Toolbox for Fraud Detection in TensorFlow 2.X

anomaly-detection datamining datascience dblp-dataset financial-engineering fraud-detection fraud-prevention graph-algorithms graphneuralnetwork machine-learning opensource outlier-detection security security-tools spam-detection toolkit yelp-dataset

Last synced: 27 Apr 2025

https://github.com/safe-graph/riognn

Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks

fraud-detection graph-algorithms graph-neural-networks machine-learning-algorithms medical-data reinforcement-learning

Last synced: 18 Jul 2025

https://github.com/safe-graph/paper_dashboard

Last synced: 17 Jan 2026