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20242026
most citedPropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation

55 citations · 58 across the 11 of their papers we have counts for

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6 papers · 1 filter

cs.SE2024

OpenTracer: A Dynamic Transaction Trace Analyzer for Smart Contract Invariant Generation and Beyond

Zhiyang Chen, Ye Liu, Sidi Mohamed Beillahi +2

Smart contracts, self-executing programs on the blockchain, facilitate reliable value exchanges without centralized oversight. Despite the recent focus on dynamic analysis of their…

cs.SE2024★ 2 cited

Demystifying the Characteristics for Smart Contract Upgrades

Ye Liu, Shuo Li, Xiuheng Wu +3

Upgradable smart contracts play an important role in the decentralized application ecosystem, to support routine maintenance, security patching, and feature additions. In this pape…

cs.SE2024★ 55 cited

PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation

Ye Liu, Yue Xue, Daoyuan Wu +4

With recent advances in large language models (LLMs), this paper explores the potential of leveraging state-of-the-art LLMs,such as GPT-4, to transfer existing human-written proper…

cs.CR2024

Demystifying Invariant Effectiveness for Securing Smart Contracts

Zhiyang Chen, Ye Liu, Sidi Mohamed Beillahi +2

Smart contract transactions associated with security attacks often exhibit distinct behavioral patterns compared with historical benign transactions before the attacking events. Wh…

cs.SE2024

Specification Mining for Smart Contracts with Trace Slicing and Predicate Abstraction

Ye Liu, Yixuan Liu, Yi Li +1

Smart contracts are computer programs running on blockchains to implement Decentralized Applications. The absence of contract specifications hinders routine tasks, such as contract…

cs.SE2024

Automated Invariant Generation for Solidity Smart Contracts

Ye Liu, Chengxuan Zhang, Yi Li.

Smart contracts are computer programs running on blockchains to automate the transaction execution between users. The absence of contract specifications poses a real challenge to t…