PromFuzz: Leveraging LLM-Driven and Bug-Oriented Composite Analysis for Detecting Functional Bugs in Smart Contracts

Xingshuang Lin, Qinge Xie, Binbin Zhao, Yuan Tian 0001, Saman A. Zonouz, Na Ruan, Jiliang Li, Raheem Beyah, Shouling Ji. PromFuzz: Leveraging LLM-Driven and Bug-Oriented Composite Analysis for Detecting Functional Bugs in Smart Contracts. In 40th IEEE/ACM International Conference on Automated Software Engineering, ASE 2025, Seoul, Korea, Republic of, November 16-20, 2025. pages 1044-1056, IEEE, 2025. [doi]

Abstract

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