Toward vulnerability detection for ethereum smart contracts using graph-matching network

Y Zhang, D Liu - Future Internet, 2022 - mdpi.com
With the blooming of blockchain-based smart contracts in decentralized applications, the
security problem of smart contracts has become a critical issue, as vulnerable contracts have …

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

Y Liu, Y Xue, D Wu, Y Sun, Y Li, M Shi, Y Liu - arxiv preprint arxiv …, 2024 - arxiv.org
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 …

Abusing the Ethereum Smart Contract Verification Services for Fun and Profit

P Ma, N He, Y Huang, H Wang, X Luo - arxiv preprint arxiv:2307.00549, 2023 - arxiv.org
Smart contracts play a vital role in the Ethereum ecosystem. Due to the prevalence of kinds
of security issues in smart contracts, the smart contract verification is urgently needed, which …

Identifying solidity smart contract api documentation errors

C Zhu, Y Liu, X Wu, Y Li - Proceedings of the 37th IEEE/ACM …, 2022 - dl.acm.org
Smart contracts are gaining popularity as a means to support transparent, traceable, and self-
executing decentralized applications, which enable the exchange of value in a trustless …

Detecting Buggy Contracts via Smart Testing

SJ Wang, J Yao, K Pei, H Takahashi, J Yang - arxiv preprint arxiv …, 2024 - arxiv.org
Smart contracts are susceptible to critical vulnerabilities. Hybrid dynamic analyses, such as
concolic execution assisted fuzzing and foundation model assisted fuzzing, have emerged …

Neuro-Symbolic AI in 2024: A Systematic Review

BC Colelough, W Regli - arxiv preprint arxiv:2501.05435, 2025 - arxiv.org
Background: The field of Artificial Intelligence has undergone cyclical periods of growth and
decline, known as AI summers and winters. Currently, we are in the third AI summer …

Mt4sc: A user-behavior-sequence-aware metamorphic testing approach for smart contracts

Y Ji, C Sun, X Zheng, H Liu - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Smart contracts are essential applications for blockchains, which have been used in a wide
variety of fields and are handling large amounts of valuable assets. Once deployed on the …

Automated Attack Synthesis for Constant Product Market Makers

S Han, J Kim, SJ Lee, I Yun - arxiv preprint arxiv:2404.05297, 2024 - arxiv.org
Decentralized Finance enables many novel applications that were impossible in traditional
finances. However, it also introduces new types of vulnerabilities, such as composability …

A Comparative Evaluation of Automated Analysis Tools for Solidity Smart Contracts

Z Wei, J Sun, Z Zhang, X Zhang, M Li, L Zhu - arxiv preprint arxiv …, 2023 - arxiv.org
Blockchain smart contracts have emerged as a transformative force in the digital realm,
spawning a diverse range of compelling applications. Since solidity smart contracts across …

Reinforcement Learning Guided Symbolic Execution for Ethereum Smart Contracts

M Wang, W Fei, M Wang, J Cui - 2023 30th Asia-Pacific …, 2023 - ieeexplore.ieee.org
Symbolic execution is one of the most popular technologies for detecting vulnerabilities in
smart contracts, however, the path explosion problem and the timeout problem in solving …