Semantic Sleuth: Identifying Ponzi Contracts via Large Language Models

Smart contracts, self-executing agreements directly encoded in code, are fundamental to blockchain technology, especially in decentralized finance (DeFi) and Web3. However, the rise of Ponzi schemes in smart contracts poses significant risks, leading to substantial financial losses and eroding trust...

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Bibliographic Details

Published in:	IEEE/ACM International Conference on Automated Software Engineering : [proceedings] pp. 582 - 593
Main Authors:	Wu, Cong, Chen, Jing, Wang, Ziwei, Liang, Ruichao, Du, Ruiying
Format:	Conference Proceeding
Language:	English
Published:	ACM 27.10.2024
Subjects:	Accuracy Adaptation models Blockchains Codes Finance large language model Ponzi contracts Security Smart contracts Software Source coding Training data
ISSN:	2643-1572
Online Access:	Get full text
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