PonziGuard: Detecting Ponzi Schemes on Ethereum with Contract Runtime Behavior Graph (CRBG)

Apr 14, 2024·
Ruichao Liang
,
Jing Chen
,
Kun He
,
Yueming Wu
Gelei Deng
Gelei Deng
,
Rongxuan Du
,
Cong Wu
· 1 min read
Abstract
Ponzi schemes on Ethereum have caused significant financial losses. This work presents PonziGuard, a novel detection approach that leverages Contract Runtime Behavior Graphs (CRBG) to identify Ponzi scheme smart contracts with high accuracy, addressing limitations of existing detection methods.
Type
Publication
46th IEEE/ACM International Conference on Software Engineering (ICSE)

PonziGuard introduces Contract Runtime Behavior Graphs for detecting Ponzi scheme smart contracts on Ethereum, providing more accurate detection than existing approaches.

Blockchain Security Smart Contracts Ethereum Fraud Detection
Gelei Deng
Authors
Gelei Deng