{"total":19,"rows":[{"id":"2204.13442","title":"TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection","created":"2022-04-28","cited_by_count":18,"area":null},{"id":"2411.06221","title":"Smart-LLaMA: Two-Stage Post-Training of Large Language Models for Smart Contract Vulnerability Detection and Explanation","created":"2024-11-09","cited_by_count":8,"area":null},{"id":"2101.02377","title":"Eth2Vec: Learning Contract-Wide Code Representations for Vulnerability Detection on Ethereum Smart Contracts","created":"2021-01-07","cited_by_count":7,"area":null},{"id":"2208.13252","title":"MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities","created":"2022-08-28","cited_by_count":4,"area":null},{"id":"2101.11915","title":"Detecting Malicious Accounts showing Adversarial Behavior in Permissionless Blockchains","created":"2021-01-28","cited_by_count":3,"area":null},{"id":"2301.00479","title":"The Design Principle of Blockchain: An Initiative for the SoK of SoKs","created":"2023-01-01","cited_by_count":2,"area":null},{"id":"2407.18639","title":"Vulnerability Detection in Ethereum Smart Contracts via Machine Learning: A Qualitative Analysis","created":"2024-07-26","cited_by_count":2,"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":"2504.16113","title":"AI-Based Vulnerability Analysis of NFT Smart Contracts","created":"2025-04-18","cited_by_count":1,"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":"2303.16528","title":"Building a Knowledge Graph of Distributed Ledger Technologies","created":"2023-03-29","cited_by_count":0,"area":null},{"id":"2310.09193","title":"Tikuna: An Ethereum Blockchain Network Security Monitoring System","created":"2023-10-13","cited_by_count":0,"area":null},{"id":"2312.01752","title":"Cybersecurity threats in FinTech: A systematic review","created":"2023-12-04","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":"2503.21463","title":"Unveiling Latent Information in Transaction Hashes: Hypergraph Learning for Ethereum Ponzi Scheme Detection","created":"2025-03-27","cited_by_count":0,"area":null},{"id":"2504.17953","title":"Fishing for Phishers: Learning-Based Phishing Detection in Ethereum Transactions","created":"2025-04-24","cited_by_count":0,"area":null},{"id":"2510.16024","title":"On-Chain Decentralized Learning and Cost-Effective Inference for DeFi Attack Mitigation","created":"2025-10-15","cited_by_count":0,"area":null},{"id":"2602.11651","title":"DMind-3: A Sovereign Edge--Local--Cloud AI System with Controlled Deliberation and Correction-Based Tuning for Safe, Low-Latency Transaction Execution","created":"2026-02-12","cited_by_count":0,"area":null},{"id":"2605.09610","title":"SmartEval: A Benchmark for Evaluating LLM-Generated Smart Contracts from Natural Language Specifications","created":"2026-05-10","cited_by_count":0,"area":null}],"next_cursor":null}