Survey on Quality Assurance of Smart Contracts
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Abstract (arXiv)
With the increasing adoption of smart contracts, ensuring their security has become a critical concern. Numerous vulnerabilities and attacks have been identified and exploited, resulting in significant financial losses. In response, researchers have developed various tools and techniques to identify and prevent vulnerabilities in smart contracts. In this survey, we present a systematic overview of the quality assurance of smart contracts, covering vulnerabilities, attacks, defenses, and tool support. By classifying vulnerabilities based on known attacks, we can identify patterns and common weaknesses that need to be addressed. Moreover, in order to effectively protect smart contracts, we have created a labeled dataset to evaluate various vulnerability detection tools and compare their effectiveness.
Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). First posted on arXiv 1 Nov 2023.
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Citing papers per year: 2024: 1; 2025: 3.
4 papers.
- 2025Adaptive Plan-Execute Framework for Smart Contract Security Auditingcited by 2
- 2024FTSmartAudit: A Knowledge Distillation-Enhanced Framework for Automated Smart Contract Auditing Using Fine-Tuned LLMscited by 1
- 2025Facial Recognition Leveraging Generative Adversarial Networkscited by 0
- 2025Distilling Lightweight Language Models for C/C++ Vulnerabilitiescited by 0
- 2025Distilling Lightweight Language Models for C/C++ Vulnerabilities8 Oct 2025
- 2025Adaptive Plan-Execute Framework for Smart Contract Security Auditing21 May 2025
- 2025Facial Recognition Leveraging Generative Adversarial Networks17 May 2025
- 2024FTSmartAudit: A Knowledge Distillation-Enhanced Framework for Automated Smart Contract Auditing Using Fine-Tuned LLMs17 Oct 2024