A Survey on the Security of Blockchain Systems
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Abstract (arXiv)
Since its inception, the blockchain technology has shown promising application prospects. From the initial cryptocurrency to the current smart contract, blockchain has been applied to many fields. Although there are some studies on the security and privacy issues of blockchain, there lacks a systematic examination on the security of blockchain systems. In this paper, we conduct a systematic study on the security threats to blockchain and survey the corresponding real attacks by examining popular blockchain systems. We also review the security enhancement solutions for blockchain, which could be used in the development of various blockchain systems, and suggest some future directions to stir research efforts into this area.
Key facts. Cited by 12 papers in the map (data through 7 Oct 2026). First posted on arXiv 20 Feb 2018.
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Citing papers per year: 2021: 1; 2022: 2; 2023: 4; 2024: 4; 2025: 1.
12 papers.
- 2022Survey on Federated Learning Threats: concepts, taxonomy on attacks and defences, experimental study and challengescited by 81
- 2024Decentralized Federated Learning: A Survey on Security and Privacycited by 25
- 2023EX-Graph: A Pioneering Dataset Bridging Ethereum and Xcited by 5
- 2024Blockchain-empowered Federated Learning: Benefits, Challenges, and Solutionscited by 5
- 2022Time-aware Metapath Feature Augmentation for Ponzi Detection in Ethereumcited by 4
- 2023Blockchain-Empowered Trustworthy Data Sharing: Fundamentals, Applications, and Challengescited by 3
- 2024The Role of Transformer Models in Advancing Blockchain Technology: A Systematic Surveycited by 3
- 2021Analysis and Evaluation of Synchronous and Asynchronous FLchaincited by 2
- 2023The Design Principle of Blockchain: An Initiative for the SoK of SoKscited by 2
- 2024A proof of contribution in blockchain using game theoretical deep learning modelcited by 1
- 2023Improving the Accuracy of Transaction-Based Ponzi Detection on Ethereumcited by 0
- 2025A Semantic Link Network Model for Supporting Traceability of Logistics on Blockchaincited by 0
- 2025A Semantic Link Network Model for Supporting Traceability of Logistics on Blockchain10 Mar 2025
- 2024The Role of Transformer Models in Advancing Blockchain Technology: A Systematic Survey2 Sep 2024
- 2024A proof of contribution in blockchain using game theoretical deep learning model25 Aug 2024
- 2024Blockchain-empowered Federated Learning: Benefits, Challenges, and Solutions1 Mar 2024
- 2024Decentralized Federated Learning: A Survey on Security and Privacy25 Jan 2024
- 2023EX-Graph: A Pioneering Dataset Bridging Ethereum and X2 Oct 2023
- 2023Improving the Accuracy of Transaction-Based Ponzi Detection on Ethereum31 Aug 2023
- 2023Blockchain-Empowered Trustworthy Data Sharing: Fundamentals, Applications, and Challenges12 Mar 2023
- 2023The Design Principle of Blockchain: An Initiative for the SoK of SoKs1 Jan 2023
- 2022Time-aware Metapath Feature Augmentation for Ponzi Detection in Ethereum30 Oct 2022
- 2022Survey on Federated Learning Threats: concepts, taxonomy on attacks and defences, experimental study and challenges20 Jan 2022
- 2021Analysis and Evaluation of Synchronous and Asynchronous FLchain15 Dec 2021