safe-graph/graph-fraud-detection-papers resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1889 stars · 298 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of academic papers and resources on graph- and transformer-based fraud, anomaly, and outlier detection, organized by year and topic. It includes an interactive paper dashboard and a companion RAG-based LLM chatbot for querying the collected literature.

Use cases

• find papers on graph neural network fraud detection
• survey transformer-based anomaly detection research
• find datasets for fraud detection research
• keep up with latest LLM fraud detection papers
• research resources for building a fraud detection system
• find outlier detection papers with code

When to choose

• you need a curated reading list of fraud/anomaly detection literature
• you want paper links with venues and code in one place
• you want to explore graph neural network applications in fraud detection

When to avoid

• you need production-ready fraud detection software
• you want a runnable library rather than a paper collection

Facets

learning-resource · maturity active

machine-learning nlp search-engine rag machine-learning security data-science awesome-lists tutorials python awesome-list fraud-detection anomaly-detection graph-neural-networks transformers academic-papers survey outlier-detection spam-detection foundation-models web

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For agents

markdown · JSON · MCP: product_card(name="safe-graph/graph-fraud-detection-papers")