SafeGraph

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7 repositories

graph-fraud-detection-papers
Public
A curated list of graph-based fraud, anomaly, and outlier detection papers & resources
security data-science machine-learning data-mining deep-learning graph-algorithms survey dataset outlier-detection papers
261•1.5k•0•0•Updated Nov 27, 2024Nov 27, 2024
RioGNN
Public
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks
reinforcement-learning graph-algorithms machine-learning-algorithms fraud-detection medical-data graph-neural-networks
Python
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Apache License 2.0
•6•71•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 deep-learning graph-algorithms awesome-list graph-attack literature-review adversarial-machine-learning survey
131•835•0•0•Updated Dec 15, 2023Dec 15, 2023
DGFraud
Public
A Deep Graph-based Toolbox for Fraud Detection
security opensource graph toolkit datascience outlier-detection fraud-prevention datamining yelp-dataset fraud-detection
Python
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Apache License 2.0
•159•700•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 graph-algorithms toolkit datascience outlier-detection fraud-prevention spam-detection datamining
Python
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Apache License 2.0
•31•129•4•0•Updated Apr 20, 2022Apr 20, 2022
UGFraud
Public
An Unsupervised Graph-based Toolbox for Fraud Detection
data-science machine-learning opensource graph-algorithms fraud-prevention spam-detection security-tools anomaly-detection toolbox outlier-detection
Python
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Apache License 2.0
•26•132•2•0•Updated Apr 18, 2022Apr 18, 2022
GNN-FakeNews
Public
A collection of GNN-based fake news detection models.
benchmarking machine-learning social-media deep-learning social-network-analysis misinformation fakenewsdetection graphneuralnetwork
Python
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Apache License 2.0
•90•462•3•0•Updated Mar 24, 2022Mar 24, 2022