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SafeGraph

safe-graph

Towards Secure Machine Learning on Graph Data

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9
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safe-graph/graph-fraud-detection-papers

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

1.8k290Updated 8 hours ago
academic-publicationsanomaly-detectionawsome-listdata-miningdata-sciencedatasetdeep-learningfoundation-modelsfraud-detectiongraph-algorithmsgraph-convolutional-networksgraph-neural-networksllmmachine-learningoutlier-detectionpaperssecurityspam-detectionsurveytransformer
SA
safe-graph/GNN-FakeNews

A collection of GNN-based fake news detection models.

Python543103Updated 4 days ago
benchmarkingdeep-learningfakenewsdetectiongraphneuralnetworkmachine-learningmisinformationsocial-mediasocial-network-analysis
SA
safe-graph/DGFraud

A Deep Graph-based Toolbox for Fraud Detection

Python749165Updated 1 week ago
anomaly-detectiondataminingdatasciencedblp-datasetfinancial-engineeringfraud-detectionfraud-preventiongraphgraph-algorithmsgraph-convolutional-networksgraph-neural-networksgraphneuralnetworkmachine-learningopensourceoutlier-detectionsecuritysecurity-toolsspamdetectiontoolkityelp-dataset
SA
safe-graph/graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

861131Updated 1 week ago
adversarial-attacksadversarial-machine-learningawesome-listdata-miningdeep-learninggraph-algorithmsgraph-attackgraph-dataliterature-reviewmachine-learningsecuritysurvey
SA
safe-graph/RioGNN

Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks

Python806Updated 2 weeks ago
fraud-detectiongraph-algorithmsgraph-neural-networksmachine-learning-algorithmsmedical-datareinforcement-learning
SA
safe-graph/paper_dashboard

No description provided.

HTML00Updated 1 month ago
SA
safe-graph/UGFraud

An Unsupervised Graph-based Toolbox for Fraud Detection

Python13128Updated 1 month ago
anomaly-detectiondata-sciencefraud-detectionfraud-preventiongraph-algorithmsmachine-learningopensourceoutlier-detectionsecurity-toolsspam-detectiontoolbox
SA
safe-graph/DGFraud-TF2

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

Python13635Updated 1 month ago
anomaly-detectiondataminingdatasciencedblp-datasetfinancial-engineeringfraud-detectionfraud-preventiongraph-algorithmsgraphneuralnetworkmachine-learningopensourceoutlier-detectionsecuritysecurity-toolsspam-detectiontoolkityelp-dataset
SA
safe-graph/paper_chatbot

No description provided.

Python00Updated 2 months ago

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