Elliptic

The 'Elliptic' dataset is a large-scale Bitcoin transaction dataset used to evaluate tasks such as fraud detection and entity detection within Bitcoin transaction networks.

Papers using Elliptic (6)

Temporal-Aware Graph Attention Network for Cryptocurrency Transaction Fraud Detection2025Towards Quantum-Ready Blockchain Fraud Detection via Ensemble Graph Neural Networks2025DynBERG: Dynamic BERT-based Graph neural network for financial fraud detection2025Quantum Topological Graph Neural Networks for Detecting Complex Fraud Patterns2025Hyperbolic Graph Embeddings: a Survey and an Evaluation on Anomaly Detection2025A Depth-Aware Comparative Study of Euclidean and Hyperbolic Graph Neural Networks on Bitcoin Transaction Systems2026