{"total":19,"rows":[{"id":"2101.01229","title":"A Survey on Embedding Dynamic Graphs","created":"2021-01-04","cited_by_count":60,"area":null},{"id":"2303.18138","title":"BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection","created":"2023-03-29","cited_by_count":19,"area":null},{"id":"2306.06108","title":"Demystifying Fraudulent Transactions and Illicit Nodes in the Bitcoin Network for Financial Forensics","created":"2023-05-25","cited_by_count":19,"area":null},{"id":"2304.05729","title":"Dynamic Graph Representation Learning with Neural Networks: A Survey","created":"2023-04-12","cited_by_count":15,"area":null},{"id":"2104.06559","title":"Identity Inference on Blockchain using Graph Neural Network","created":"2021-04-14","cited_by_count":10,"area":null},{"id":"2203.12363","title":"Ethereum Fraud Detection with Heterogeneous Graph Neural Networks","created":"2022-03-23","cited_by_count":9,"area":null},{"id":"2101.06855","title":"GraphAttacker: A General Multi-Task GraphAttack Framework","created":"2021-01-18","cited_by_count":8,"area":null},{"id":"2301.05412","title":"Evolve Path Tracer: Early Detection of Malicious Addresses in Cryptocurrency","created":"2023-01-13","cited_by_count":5,"area":null},{"id":"2304.00485","title":"Graph Mining for Cybersecurity: A Survey","created":"2023-04-02","cited_by_count":5,"area":null},{"id":"2108.08456","title":"Blockchain Phishing Scam Detection via Multi-channel Graph Classification","created":"2021-08-19","cited_by_count":4,"area":null},{"id":"2208.01923","title":"Graph Regularized Nonnegative Latent Factor Analysis Model for Temporal Link Prediction in Cryptocurrency Transaction Networks","created":"2022-08-03","cited_by_count":1,"area":null},{"id":"2309.15133","title":"From Asset Flow to Status, Action and Intention Discovery: Early Malice Detection in Cryptocurrency","created":"2023-09-26","cited_by_count":1,"area":null},{"id":"2501.12491","title":"Optimizing Blockchain Analysis: Tackling Temporality and Scalability with an Incremental Approach with Metropolis-Hastings Random Walks","created":"2025-01-21","cited_by_count":1,"area":null},{"id":"2111.15446","title":"TEGDetector: A Phishing Detector that Knows Evolving Transaction Behaviors","created":"2021-11-26","cited_by_count":0,"area":null},{"id":"2112.02731","title":"Detecting DeFi Securities Violations from Token Smart Contract Code","created":"2021-12-06","cited_by_count":0,"area":null},{"id":"2209.12001","title":"Toward Intention Discovery for Early Malice Detection in Bitcoin","created":"2022-09-24","cited_by_count":0,"area":null},{"id":"2311.01406","title":"Analysis of Information Propagation in Ethereum Network Using Combined Graph Attention Network and Reinforcement Learning to Optimize Network Efficiency and Scalability","created":"2023-11-02","cited_by_count":0,"area":null},{"id":"2410.02160","title":"RiskSEA : A Scalable Graph Embedding for Detecting On-chain Fraudulent Activities on the Ethereum Blockchain","created":"2024-10-03","cited_by_count":0,"area":null},{"id":"2503.19926","title":"Unifying Structural Proximity and Equivalence for Enhanced Dynamic Network Embedding","created":"2025-03-14","cited_by_count":0,"area":null}],"next_cursor":null}