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A Survey on Security and Privacy Issues of Bitcoin
Open accessAbstract
Bitcoin is a popular cryptocurrency that records all transactions in a distributed append-only public ledger called blockchain. The security of Bitcoin heavily relies on the incentive-compatible proof-of-work (PoW) based distributed consensus protocol, which is run by the network nodes called miners. In exchange for the incentive, the miners are expected to maintain the blockchain honestly. Since its launch in 2009, Bitcoin economy has grown at an enormous rate, and it is now worth about 150 billions of dollars. This exponential growth in the market value of bitcoins motivate adversaries to exploit weaknesses for profit, and researchers to discover new vulnerabilities in the system, propose countermeasures, and predict upcoming trends. In this paper, we present a systematic survey that covers the security and privacy aspects of Bitcoin. We start by giving an overview of the Bitcoin system and its major components along with their functionality and interactions within the system. We review the existing vulnerabilities in Bitcoin and its major underlying technologies such as blockchain and PoW-based consensus protocol. These vulnerabilities lead to the execution of various security threats to the standard functionality of Bitcoin. We then investigate the feasibility and robustness of the state-of-the-art security solutions. Additionally, we discuss the current anonymity considerations in Bitcoin and the privacy-related threats to Bitcoin users along with the analysis of the existing privacy-preserving solutions. Finally, we summarize the critical open challenges, and we suggest directions for future research towards provisioning stringent security and privacy solutions for Bitcoin.
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“Besides, there are some other review papers on security and privacy in distributed ledgers such as [29], but they are mainly focused on bitcoin [30] or cryptocurrencies.”
From Privacy-Preserving Solutions for Blockchain: Review and Challenges (2019) · cites this paper as [29]
In the citing paper
“If a mining pool owns more than 50% of the network's computing power, then it is likely that those miners would be able to prevent the validation of proposed transactions, and consequently stop the transactions between users [73].”
From A Review of Blockchain Architecture and Consensus Protocols: Use Cases, Challenges, and Solutions (2019) · cites this paper as [73]
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“Due to this reason, such a kind of IIoT nodes commonly route their data through gateways by using non-P2P protocols like MQTT [30] or by making use of a fog [31] or edge computing infrastructure [32].”
From A Review on the Application of Blockchain to the Next Generation of Cybersecure Industry 4.0 Smart Factories (2019) · cites this paper as [32]
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Citations
Cites
Bitcoin: A Peer-to-Peer Electronic Cash SystemPreprint
Nakamoto, S. (2019) · SSRN Electronic Journal · doi:10.2139/ssrn.3440802 · Cited by 14,677
Shamir, A. (1979) · Communications of the ACM · doi:10.1145/359168.359176 · Cited by 13,756
The Byzantine generals problem
Lamport, L., Shostak, R., & Pease, M. (1982) · ACM Transactions on Programming Languages and Systems · doi:10.1145/357172.357176 · Cited by 6,023
(2013) · Cited by 5,372
Douceur, J. R. (2002) · Lecture Notes in Computer Science · doi:10.1007/3-540-45748-8_24 · Cited by 4,419
Use of Elliptic Curves in Cryptography
Miller, V. S. (2007) · Springer eBooks · doi:10.1007/3-540-39799-x_31 · Cited by 3,985
Blind Signatures for Untraceable Payments
Chaum, D. (1983) · Springer eBooks · doi:10.1007/978-1-4757-0602-4_18 · Cited by 3,329
Decentralizing Privacy: Using Blockchain to Protect Personal Data
Zyskind, G., Nathan, O., & Pentland, A. '. (2015) · 2015 IEEE Security and Privacy Workshops · doi:10.1109/spw.2015.27 · Cited by 2,617
Practical byzantine fault tolerance and proactive recovery
Castro, M., & Liskov, B. (2002) · ACM Transactions on Computer Systems · doi:10.1145/571637.571640 · Cited by 2,475
Hawk: The Blockchain Model of Cryptography and Privacy-Preserving Smart Contracts
Kosba, A., Miller, A., Shi, E., Wen, Z., & Papamanthou, C. (2016) · 2016 IEEE Symposium on Security and Privacy (SP) · doi:10.1109/sp.2016.55 · Cited by 2,227
Research works printed but not linked: 39
- van saberhagen, 2013, Crypto
- poelstra, 2016, Mimblewimble
- jedusor, 2016, Mimblewimble
- willett, 0, The Second Bitcoin
- poon, 2016, The bitcoin lightning network Scalable off-chain instant payments
- wuille, 2015, Segregated witness and its impact on scalability, Proc SF Bitcoin Devs Seminar
- 2017, Paypal Total Payment Volume 2014–2017
- 2015, How a Visa transaction works
- peck, 2015, Adam back says the bitcoin fork is a coup
- 0, Bitcoin venture capital
- carlsten, 2016, On the sinstability of Bitcoin without the block reward, Proc ACM SIGSAC Conf Comput Commun Security (CCS), 154
- andresen, 2012, Pay to Script Hash BIP 16
- wallet, 2014, Bitcoin Wiki
- miller, 2013, Feather-Forks Enforcing a Blacklist With Sub-50% Hash Power
- heilman, 2016, Blindly signed contracts: Anonymous on-blockchain and off-blockchain Bitcoin transactions, Proc Int Workshops Financial Cryptogr Data Secur FC BITCOIN VOTING WAHC, 43
- herrera-joancomartí, 2016, Privacy in Bitcoin transactions: New challenges from blockchain scalability solutions, Proc 13th Int Conf Model Decis Artif Intell (MDAI), 19
- hilliard, 2017, Reduced Threshold Segwit MASF
- kiran, 2014, Bitcoin Risk Analysis
- 0, Malleability Attack a Nuisance But Bitcoin Not Broken Pundits Say
- finney, 2011, Best Practice for Fast Transaction Acceptance How High Is the Risk?
- 2017, The Bitcoin Malleability Attack How Can It Undermine the Blockchain Credibility?
- heusser, 2013, SAT Solving—An Alternative to Brute Force Bitcoin Mining
- 2011, Fake Bitcoins?
- 2014, Solution to Sybil Attacks and 51 Attacks in Decentralized Networks
- goldfeder, 2016, Securing bitcoin wallets via a new DSA-ECDSA threshold signature scheme
- draupnir, 2016, Bitcoin Cold Storage Guide
- 2015, How to Identify Transaction Malleability Attacks
- domingo, 2017, The Bitcoin vs Visa Electricity Consumption Fallacy
- 2011, Timejacking & Bitcoin
- szabo, 1988, Secure property titles with owner authority
- goldfeder, 2014, Securing Bitcoin wallets via threshold signatures
- wuille, 2014, Bip 62 Dealing With Malleability
- 0, Donation Request via Cyrptocurriencies
- 0, Status About Bitcoin Technoogy Was Obtained From-What 2016 Holds for Bitcoin Business
- maxwell, 2013, Coinjoin Bitcoin Privacy for the Real World
- daian, 2017, Piecework: Generalized outsourcing control for proofs of work, Proc FC Int Workshops WAHC BITCOIN VOTING WTSC TA, 182
- eyal, 2014, How to Disincentivize Large Bitcoin Mining Pools
- gallagher, 2013, Federal Information Processing Standards (FIPS) Publication 186-4 Digital Signature Standard (DSS)
- lerner, 2014, DECOR
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Cao, H., Yin, H., Gao, F., Zhang, Z., Khoussainov, B., Xu, S., & Zhu, L. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3040389 · Cited by 53
Alfa, A. A., Alhassan, J. K., Olaniyi, O. M., & Olalere, M. (2020) · Journal of Reliable Intelligent Environments · doi:10.1007/s40860-020-00116-z · Cited by 58
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Çabuk, U. C., Adıgüzel, E., & Karaarslan, E. (2018) · IJARCCE · doi:10.17148/ijarcce.2018.7324 · Cited by 52
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Chen, C., Wang, C., Qiu, T., Lv, N., & Pei, Q. (2019) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2019.2954345 · Cited by 51
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Bae, J., & Lim, H. (2018) · International Conference on Dependable Systems and Networks workshops · doi:10.1109/dsn-w.2018.00040 · Cited by 51
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Juhász, P. L., Stéger, J., Kondor, D., & Vattay, G. (2018) · PLoS ONE · doi:10.1371/journal.pone.0207000 · Cited by 53
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Dahiya, A., Gupta, B. B., Alhalabi, W., & Ulrichd, K. (2022) · International Journal of Intelligent Systems · doi:10.1002/int.23032 · Cited by 56
Peelam, M. S., Chaurasia, B. K., Sharma, A. K., Chamola, V., & Sikdar, B. (2024) · IEEE Access · doi:10.1109/access.2024.3497298 · Cited by 55
An, J., He, Y., Gui, X., Zhang, W., Gui, R., & Kang, J. (2019) · IEEE Transactions on Network and Service Management · doi:10.1109/tnsm.2019.2920001 · Cited by 50
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Chen, Z., Fiandrino, C., & Kantarcı, B. (2021) · Journal of Systems Architecture · doi:10.1016/j.sysarc.2021.102011 · Cited by 50
Detecting Malicious Ethereum Entities via Application of Machine Learning Classification
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Su, C., Yuan, X. G., Tao, R., & Umar, M. (2022) · Technological and Economic Development of Economy · doi:10.3846/tede.2022.15502 · Cited by 49
An Overview of Blockchain Applications and Attacks
Vokerla, R. R., Shanmugam, B., Azam, S., Karim, A., Boer, F. D., Jonkman, M., & Faisal, F. (2019) · International Conference on Vision Towards Emerging Trends in Communication and Networking (ViTECoN) · doi:10.1109/vitecon.2019.8899450 · Cited by 48
Abramova, S., Voskobojnikov, A., Beznosov, K., & Böhme, R. (2021) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3411764.3445679 · Cited by 48
Cyberattacks on Critical Infrastructure: an Economic Perspective
Lis, P., & Mendel, J. (2019) · Economics and Business Review/The Poznań University of Economics Review · doi:10.18559/ebr.2019.2.2 · Cited by 47
A systematic survey on security concerns in cryptocurrencies: State-of-the-art and perspectives
Quamara, S., & Singh, A. K. (2021) · Computers & Security · doi:10.1016/j.cose.2021.102548 · Cited by 47
Blockchain-Based Internet of Things: Review, Current Trends, Applications, and Future Challenges
Alam, T. (2022) · Computers · doi:10.3390/computers12010006 · Cited by 63
Smart Contract Vulnerability Detection Based on Hybrid Attention Mechanism Model
Wu, H., Dong, H., He, Y., & Duan, Q. (2023) · Applied Sciences · doi:10.3390/app13020770 · Cited by 50
Aslam, J., Saleem, A., & Kim, Y. (2023) · Business Process Management Journal · doi:10.1108/bpmj-03-2023-0165 · Cited by 43
Blockchain Technology and Related Security Risks: Towards a Seven-Layer Perspective and Taxonomy
Mollajafari, S., & Bechkoum, K. (2023) · Sustainability · doi:10.3390/su151813401 · Cited by 47
Gur, A. O., Oksuzer, S., & Karaarslan, E. (2019) · International Istanbul Smart Grids and Cities Congress and Fair (ICSG) · doi:10.1109/sgcf.2019.8782375 · Cited by 47
Profitable Double-Spending Attacks
Jang, J., & Lee, H.-N. (2020) · Applied Sciences · doi:10.3390/app10238477 · Cited by 47
A Novel Covert Communication Method Based on Bitcoin Transaction
Luo, X., Zhang, P., Zhang, M., Li, H., & Cheng, Q. (2021) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2021.3100480 · Cited by 47
Survive and Thrive: A Stochastic Game for DDoS Attacks in Bitcoin Mining Pools
Wu, S., Chen, Y., Li, M., Luo, X., Liu, Z., & Liu, L. (2020) · IEEE/ACM Transactions on Networking · doi:10.1109/tnet.2020.2973410 · Cited by 45
Jiang, S., Li, X., & Wang, S. (2020) · Finance research letters · doi:10.1016/j.frl.2020.101532 · Cited by 51
Technology convergence assessment: Case of blockchain within the IR 4.0 platform
Bhatt, P. C., Kumar, V., Lu, T.-C., & Daim, T. U. (2021) · Technology in Society · doi:10.1016/j.techsoc.2021.101709 · Cited by 52
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Navamani, T. M. (2021) · Journal of Applied Security Research · doi:10.1080/19361610.2021.1933322 · Cited by 46
Hassan, A. I., Reheem, E. A. E., & Guirguis, S. K. (2024) · Scientific Reports · doi:10.1038/s41598-024-67984-w · Cited by 58
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Koerhuis, W., Kechadi, T., & Le‐Khac, N. (2020) · Forensic Science International Digital Investigation · doi:10.1016/j.fsidi.2019.200891 · Cited by 44
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Wang, B., Li, Z., & Li, H. (2020) · Future Internet · doi:10.3390/fi12080122 · Cited by 45
Survey of Consensus Algorithms for Proof of Stake in Blockchain
Ge, L., Wang, J., & Zhang, G. (2022) · Security and Communication Networks · doi:10.1155/2022/2812526 · Cited by 45
Can blockchain link the future?
Qiao, L., Dang, S., Shihada, B., Alouini, M., Nowak, R. M., & Lv, Z. (2021) · Digital Communications and Networks · doi:10.1016/j.dcan.2021.07.004 · Cited by 45
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Xue, L., Liu, D., Ni, J., Lin, X., & Shen, X. (2022) · IEEE Transactions on Dependable and Secure Computing · doi:10.1109/tdsc.2022.3144991 · Cited by 43
Blockchain verification and validation: Techniques, challenges, and research directions
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Islam, M. M., Islam, M. K., Shahjalal, M. A., Chowdhury, M. Z., & Jang, Y. M. (2022) · IEEE Transactions on Services Computing · doi:10.1109/tsc.2022.3207224 · Cited by 43
Müller-Bloch, C., Andersen, J. V., Spasovski, J., & Hahn, J. (2022) · European Journal of Information Systems · doi:10.1080/0960085x.2022.2125840 · Cited by 43
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Auhl, Z., Chilamkurti, N., Alhadad, R., & Heyne, W. (2022) · Electronics · doi:10.3390/electronics11172694 · Cited by 46
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Alsalami, N., & Zhang, B. (2019) · IEEE Conference on Dependable and Secure Computing (DSC) · doi:10.1109/dsc47296.2019.8937681 · Cited by 42
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Zarpala, L., & Casino, F. (2021) · Digital Finance · doi:10.1007/s42521-021-00035-5 · Cited by 40
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Jiang, L., Chen, B., Xie, S., Maharjan, S., & Zhang, Y. (2020) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2020.3036056 · Cited by 40
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Zhang, D., Le, J., Lei, X., Xiang, T., & Liao, X. (2021) · International Journal of Intelligent Systems · doi:10.1002/int.22502 · Cited by 39
Nissar, G., Khan, R. A., Mushtaq, S., Lone, S. A., & Moon, A. H. (2024) · Multimedia Tools and Applications · doi:10.1007/s11042-024-18580-7 · Cited by 42
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Rico-Peña, J. J., Sanz, R. A., & López-Martín, C. (2023) · Technovation · doi:10.1016/j.technovation.2023.102711 · Cited by 41
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Wu, D., Liu, X., Yan, X., Peng, R., & Li, G. (2018) · Reliability Engineering & System Safety · doi:10.1016/j.ress.2018.12.026 · Cited by 38
Iqbal, S., Hussain, M., Munir, M. U., Hussain, Z., Mehrban, S., Ashraf, M. A., & Ayubi, S.-U.-D. (2020) · IGI Global eBooks · doi:10.4018/978-1-7998-5351-0.ch104 · Cited by 37
Anwar, F., Khan, B. U. I., Kiah, L. B. M., Abdullah, N. A., & Goh, K. W. (2022) · International Journal of Advanced Computer Science and Applications · doi:10.14569/ijacsa.2022.01311101 · Cited by 46
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Hisham, S., Makhtar, M., & Aziz, A. A. (2022) · International Journal of Advanced Computer Science and Applications · doi:10.14569/ijacsa.2022.0130848 · Cited by 38
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Michelin, R. A., Dorri, A., Lunardi, R. C., Steger, M., Kanhere, S. S., Jurdak, R., & Zorzo, A. F. (2018) · arXiv (Cornell University) · doi:10.48550/arxiv.1807.01980 · Cited by 36
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Akçora, C. G., Gel, Y. R., & Kantarcıoğlu, M. (2017) · arXiv (Cornell University) · doi:10.48550/arxiv.1708.08749 · Cited by 43
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Phishing Fraud Detection on Ethereum Using Graph Neural Network
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A Gap Between Blockchain and General Data Protection Regulation: A Systematic Review
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Blockchain for Cybersecurity: A Comprehensive Survey
Bansal, P., Panchal, R., Bassi, S., & Kumar, A. (2020) · IEEE International Conference on Communication Systems and Network Technologies (CSNT) · doi:10.1109/csnt48778.2020.9115738 · Cited by 33
Cross-shard Transaction Processing in Sharding Blockchains
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Metadata
- Authors
- Conti, M., Sandeep Kumar, E., Lal, C., & Ruj, S.
- Affiliations
- University of Padua (IT)
- Manipal University Jaipur (IN)
- Indian Statistical Institute (IN)
- Venue
- IEEE Communications Surveys & Tutorials
- Published
- 2018
- Volume
- 20
- Issue
- 4
- Pages
- 3416-3452
- ISSN
- 1553-877X (ISSN-L)
- 2373-745X
- OpenAlex
- W2624307925
- Cited by
- 1,116
- References
- 173
- Citations by year
- 2026: 84 · 2025: 125 · 2024: 94 · 2023: 135 · 2022: 145 · 2021: 164 · 2020: 160 · 2019: 137 · 2018: 67
- FWCI
- 213.02
- Type
- journal article
- Language
- en
- Open access
- green
- arxiv.org
- Locations
- IEEE Communications Surveys & Tutorials (publishedVersion)
- arXiv (Cornell University) (submittedVersion)
- Padua Research Archive (University of Padova) (submittedVersion)
- arXiv (Cornell University)
- Topics
- Physical Sciences › Computer Science › Information Systems › Blockchain Technology Applications and Security
- Physical Sciences › Computer Science › Computer Networks and Communications › Cryptography and Data Security
- Physical Sciences › Computer Science › Information Systems › Blockchain Technology in Education and Learning
- Keywords
- Bitcoin, cryptocurrency security, blockchain, proof-of-work, distributed consensus, mining, vulnerability (computer security), anonymity, privacy risks, security countermeasures
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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