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20232026
most citedGPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis

180 citations · 299 across the 10 of their papers we have counts for

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5 papers · 1 filter

cs.SE2026

When and How Context Rot Appears in Coding Agents: A White-Box Study of Agent Skills in Code Auditing

Yue Xue

Agent Skills package procedural instructions and checks for use by general-purpose agents, but loading a skill does not guarantee that every requirement remains active throughout a…

cs.SE2026

Chiral Analysis of Smart Contracts: Detecting Vulnerabilities from Relational Inconsistencies Across Business Paths

Yue Xue

Smart-contract vulnerabilities often arise from inconsistencies between business paths that should correspond to one another, such as single and batch entry points, direct and adap…

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.SE2024★ 37 cited

Static Application Security Testing (SAST) Tools for Smart Contracts: How Far Are We?

Kaixuan Li, Yue Xue, Sen Chen +6

In recent years, the importance of smart contract security has been heightened by the increasing number of attacks against them. To address this issue, a multitude of static applic…

cs.SE2024★ 6 cited

Combining Fine-Tuning and LLM-based Agents for Intuitive Smart Contract Auditing with Justifications

Wei Ma, Daoyuan Wu, Yuqiang Sun +5

Smart contracts are decentralized applications built atop blockchains like Ethereum. Recent research has shown that large language models (LLMs) have potential in auditing smart co…