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9 repositories

graph-fraud-detection-papers
Public
A curated list of Graph/Transformer-based fraud, anomaly, and outlier detection papers & resources
security data-science machine-learning
security data-science machine-learning data-mining deep-learning graph-algorithms survey dataset transformer outlier-detection
294•1.8k•0•0•Updated Mar 27, 2026Mar 27, 2026
paper_dashboard
Public
HTML
•0•0•0•0•Updated Jan 31, 2026Jan 31, 2026
paper_chatbot
Public
Python
•0•0•0•0•Updated Dec 23, 2025Dec 23, 2025
GNN-FakeNews
Public
A collection of GNN-based fake news detection models.
benchmarking machine-learning social-media
benchmarking machine-learning social-media deep-learning social-network-analysis misinformation fakenewsdetection graphneuralnetwork
Python
•
Apache License 2.0
•107•552•4•0•Updated Dec 11, 2025Dec 11, 2025
RioGNN
Public
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks
reinforcement-learning graph-algorithms machine-learning-algorithms
reinforcement-learning graph-algorithms machine-learning-algorithms fraud-detection medical-data graph-neural-networks
Python
•
Apache License 2.0
•7•81•2•0•Updated Sep 18, 2024Sep 18, 2024
graph-adversarial-learning-literature
Public
A curated list of adversarial attacks and defenses papers on graph-structured data.
security machine-learning data-mining
security machine-learning data-mining deep-learning graph-algorithms survey awesome-list graph-data graph-attack literature-review
133•863•0•0•Updated Dec 15, 2023Dec 15, 2023
DGFraud
Public
A Deep Graph-based Toolbox for Fraud Detection
security machine-learning opensource
security machine-learning opensource graph graph-algorithms toolkit datascience outlier-detection fraud-prevention datamining
Python
•
Apache License 2.0
•164•752•1•0•Updated Apr 20, 2022Apr 20, 2022
DGFraud-TF2
Public
A Deep Graph-based Toolbox for Fraud Detection in TensorFlow 2.X
security machine-learning opensource
security machine-learning opensource graph-algorithms toolkit datascience outlier-detection fraud-prevention spam-detection datamining
Python
•
Apache License 2.0
•35•138•4•0•Updated Apr 20, 2022Apr 20, 2022
UGFraud
Public
An Unsupervised Graph-based Toolbox for Fraud Detection
data-science machine-learning opensource
data-science machine-learning opensource graph-algorithms toolbox outlier-detection fraud-prevention spam-detection fraud-detection security-tools
Python
•
Apache License 2.0
•28•131•3•0•Updated Apr 18, 2022Apr 18, 2022

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9 repositories

graph-fraud-detection-papers

paper_dashboard

paper_chatbot

GNN-FakeNews

RioGNN

graph-adversarial-learning-literature

DGFraud

DGFraud-TF2

UGFraud

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9 repositories