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20212026
most citedTime-aware Metapath Feature Augmentation for Ponzi Detection in Ethereum

19 citations · 23 across the 6 of their papers we have counts for

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6 papers

cs.CR2026★ 1 cited

HardSecBench: Benchmarking the Security Awareness of LLMs for Hardware Code Generation

Qirui Chen, Jingxian Shuai, Shuangwu Chen +8

Large language models (LLMs) are increasingly used for hardware and firmware code generation, but existing studies primarily evaluate functional correctness while largely overlooki…

cs.LG2022★ 19 cited

Time-aware Metapath Feature Augmentation for Ponzi Detection in Ethereum

Chengxiang Jin, Jiajun Zhou, Jie Jin +2

With the development of Web 3.0 which emphasizes decentralization, blockchain technology ushers in its revolution and also brings numerous challenges, particularly in the field of…

cs.CR2022

Dual-channel Early Warning Framework for Ethereum Ponzi Schemes

Jie Jin, Jiajun Zhou, Chengxiang Jin +3

Blockchain technology supports the generation and record of transactions, and maintains the fairness and openness of the cryptocurrency system. However, many fraudsters utilize sma…

cs.CR2022

Heterogeneous Feature Augmentation for Ponzi Detection in Ethereum

Chengxiang Jin, Jie Jin, Jiajun Zhou +2

While blockchain technology triggers new industrial and technological revolutions, it also brings new challenges. Recently, a large number of new scams with a "blockchain" sock-pup…

cs.CR2021★ 3 cited

Ponzi Scheme Detection in EthereumTransaction Network

Shanqing Yu, Jie Jin, Yunyi Xie +2

With the rapid growth of blockchain, an increasing number of users have been attracted and many implementations have been refreshed in different fields. Especially in the cryptocur…

cs.CR2021

Temporal-Amount Snapshot MultiGraph for Ethereum Transaction Tracking

Yunyi Xie, Jie Jin, Jian Zhang +2

With the wide application of blockchain in the financial field, the rise of various types of cybercrimes has brought great challenges to the security of blockchain. In order to bet…