Socio-Economic Statistics Research, 2025, 6(1); doi: 10.38007/SESR.2025.060109.
Qingyu Wang
Operation Department, Wuhan Hot Air Balloon Technology Co., Ltd, Wuhan, 430070, Hubei, China
This study aims to address the impact of quantum computing on traditional financial cryptographic systems and proposes four major quantum blockchain fusion protocols to build the next generation of anti quantum attack financial infrastructure: achieving secure access for low threshold devices through a semi quantum 6G wireless access architecture, and combining multi quantum signature and blockchain authentication technology to reduce terminal quantum capability requirements; Design a device independent cross chain transaction protocol, utilizing quantum deposit mechanisms and measurement device independent algorithms to construct a hardware independent quantum attack protection layer; Develop a quantum state currency model, using a centralized bank preparation and user secondary signature mechanism, relying on quantum state encoding and blockchain collaborative verification to achieve anti-counterfeiting and audit closed-loop; Introducing a lightweight semi quantum payment protocol that only requires classical devices to complete basic quantum operations. Through three qubit entangled state optimization and controlled quantum teleportation, the computational complexity is reduced by 75% while ensuring transaction anonymity. Experimental verification shows that the above protocol is significantly superior to existing solutions in terms of security and feasibility - the semi quantum architecture reduces the quantum capability requirements of terminal devices by 70%, the currency model achieves anti-counterfeiting audit double insurance, and the quantum bit efficiency of the payment protocol reaches 25%. The study verified the feasibility of deep integration of quantum technology and classical financial systems through three major paths: quantum security enhancement, network performance optimization, and protocol lightweight design, providing a theoretical framework and practical solution for anti quantum financial infrastructure.
Quantum blockchain; Financial security model; Anti quantum attack protocol; Semi quantum technology; Cross chain transactions
Qingyu Wang. Research on the Construction and Security of Financial Models Driven by Quantum Blockchain Algorithms. Socio-Economic Statistics Research (2025), Vol. 6, Issue 1: 85-95. https://doi.org/10.38007/SESR.2025.060109.
[1] Jing X. Real-Time Risk Assessment and Market Response Mechanism Driven by Financial Technology[J]. Economics and Management Innovation, 2025, 2(3): 14-20.
[2] Wei X. Value of Machine Learning and Predictive Modeling in Business Decision-Making[J]. European Journal of Business, Economics & Management, 2025, 1(1): 78-85.
[3] Lai L. Optimization of Valuation Models for AI Investment Projects and Decision Support[J]. European Journal of AI, Computing & Informatics, 2025, 1(2): 1-6.
[4] Fu Y. The Application of Big Data Analytics to Stock and Derivatives Trading Strategies[J]. Economics and Management Innovation, 2025, 2(3): 21-27.
[5] Li J. Distributed Data Processing and Real-Time Query Optimization in Microservice Architecture[J]. Journal of Computer, Signal, and System Research, 2025, 2(4): 38-43.
[6] Xu H. Analysis of the Impact of System Deployment on the Digital Transformation of Supply Chain[J]. Economics and Management Innovation, 2025, 2(3): 34-40.
[7] Yuan S. Optimization of Vulnerability Detection and Repair Strategies Based on Static Application Security Testing[J]. Journal of Computer, Signal, and System Research, 2025, 2(4): 51-56.
[8] Huang J. Application of Sustainable Development Concept in the Brand Strategy of High-End Pet Products[J]. European Journal of Business, Economics & Management, 2025, 1(1): 92-98.
[9] Cai Y. Permission Control and Security Improvement in Cross-Platform Mobile Application Development[J]. Journal of Computer, Signal, and System Research, 2025, 2(4): 24-30.
[10] Ye J. Challenges and Future Development of Neural Signal Decoding and Brain-Computer Interface Technology[J]. Journal of Medicine and Life Sciences, 2025, 1(3): 54-60.
[11] Pan H. Research and Practice on Co-Optimization of GPU and FPGA in Real-Time Hardware Generation[J]. Journal of Computer, Signal, and System Research, 2025, 2(4): 31-37.
[12] Ding M. Quantitative Analysis of the Quantitative Impact of Optimizing User Engagement through Content Design[J]. Journal of Media, Journalism & Communication Studies, 2025, 1(1): 36-41.
[13] Guo, Xingwen. “The Impact of Financial System Reform on the Investment and Financing Behavior of Enterprises.” Frontiers in Business, Economics and Management (2024): 17(13),279-282.
[14] Guo, Xingwen. “Study on the New Path of Chinese Commercial Banks' Globalization Development.” International Journal of Global Economics and Management (2024): 5(1),152-157.
[15] Ma Z. Practical Experience in Data-Driven Product Transformation and Revenue Growth[J]. Journal of Computer, Signal, and System Research, 2025, 2(4): 44-50.
[16] Ma Z. How to Optimize User Conversion Rates and Revenue Growth with AI Models[J]. Economics and Management Innovation, 2025, 2(3): 57-63.
[17] Chen, Anyi. “Identification of User Preferences and Personalized Recommendation Strategy in E-commerce Platforms.” Journal of Computing and Electronic Information Management (2024): 15(13),100-103.
[18] Chen A. Application and Optimization Exploration of Quantum Computing in Real-Time Recommendation System for E-Commerce Platforms[J]. Journal of Computer, Signal, and System Research, 2025, 2(3): 17-23.
[19] Li B. Promoting the Effectiveness of Climate Policy through Data Analysis[J]. Journal of Education, Humanities, and Social Research, 2025, 2(2): 118-124.
[20] Yan J. Research on the Application of Spark Technology in Natural Resource Data Management[J]. Journal of Computer, Signal, and System Research, 2025, 2(3): 45-51.
[21] Pan, Yu. “Research on the Current Status and Development Trends of AI in Customer Service Systems.” Academic Journal of Science and Technology (2024): 13(3),74-77.
[22] Pan Y. Research on the Design of Corporate Office Data Security Protection Systems[J]. Journal of Computer, Signal, and System Research, 2025, 2(3): 31-37.
[23] Xiu, Le. “The Challenges and Approaches of Generative Artificial Intelligence (GenAI) to promote Educational Innovation.” International Journal of Computer Science and Information Technology (2024): 4(3),400-407.
[24] Xiu, Le. “Integration Innovation of Big Data Analysis and Artificial Intelligence in the Field of Education.” International Journal of Social Sciences and Public Administration (2024): 5(2),175-182
[25] Xingyu Liu, Exploration of Personalized User Experience Optimization in Virtual Reality with Deep Learning, International Journal of Finance and Investment, 2025, 2(2),15-19
[26] Zhang Y. Research on Optimization and Security Management of Database Access Technology in the Era of Big Data[J]. Academic Journal of Computing & Information Science, 2025, 8(1): 8-12
[27] Liu Y. The Latest Application and Security Analysis of Cryptography in Cloud Storage Data Audit[J]. Procedia Computer Science, 2025, 259: 984-990.
[28] Tu, X. (2025). Research on the Mechanism of Data Intelligence-Driven Collaborative Management Across the Entire Value Chain in Manufacturing and a Hybrid Data Model. Procedia Computer Science, 261, 183-190.
[29] Fu Y. Research on Financial Time Series Prediction Model Based on Multifractal Trend Cross Correlation Removal and Deep Learning[J]. Procedia Computer Science, 2025, 261: 217-226.
[30] Yuan S. Research on Anomaly Detection and Privacy Protection of Network Security Data Based on Machine Learning[J]. Procedia Computer Science, 2025, 261: 227-236.
[31] Zhou Y. Optimization of Multi dimensional Time Series Data Anomaly Detection Model Based on Graph Deviation Network and Convolutional Neural Network[J]. Procedia Computer Science, 2025, 261: 199-206.
[32] Xu H. Optimization and Allocation Model of Idle Resources in Shared Supply Chain Based on Differential Game Theory and Optimal Control Theory[J]. Procedia Computer Science, 2025, 261: 167-175.
[33] Li, J. (2025). Research On Optimization Model of High Availability and Flexibility of Blockchain System Based on Microservice Architecture. Procedia Computer Science, 261, 207-216.
[34] Yang, D., & Liu, X. (2025). Research on Large-Scale Data Processing and Dynamic Content Optimization Algorithm Based On Reinforcement Learning. Procedia Computer Science, 261, 458-466.
[35] Hao L. Test Scenario Design and Optimization of Automated Driving Lane Keeping System Based On PCA and Intelligent Algorithm[J]. Procedia Computer Science, 2025, 261: 237-246.
[36] Fan Y. Financial Volatility Prediction Model Based On Denoising Autoencoder and Unstable Attention Mechanism[J]. Procedia Computer Science, 2025, 261: 45-52.
[37] Sheng, Cheng. "Research on the Construction of a Regulatory Framework for Financial Holding Companies from the Perspective of Accounting and Financial Management." (2025). International Journal of Social Sciences and Economic Management, 6(1), 143-156
[38] Ma, K., & Shen, J. (2024). Interpretable Machine Learning Enhances Disease Prognosis: Applications on COVID-19 and Onward. arXiv preprint arXiv:2405.11672.
[39] Sheng, Cheng. "The Impact and Path of Financial Technology on Accounting and Financial Informatization under the Background of Technological Revolution." (2025). International Journal of Business Management and Economics and Trade, 6(1),52-61
[40] Tang Z. Research on Resource Planning and Transmission Line Optimization System of US Power Grid Based on GIS Technology[J]. safety, 2024, 8(5): 53-59.
[41] Sheng, Cheng. "Strategies and Practices of Enterprise Financial Accounting and Financial Management in the New Financial Environment." (2025). International Journal of Social Sciences and Economic Management, 6(1), 124-133
[42] Ma, K. (2024). Relationship Between Return to Experience and Initial Wage Level in United States. Frontiers in Business, Economics and Management, 16(2), 282-286.
[43] Ma, K., Zhang, N., Mei, X., Feng, C., Hou, W., & Ye, Z. (2024, October). Research on Optimization of Shared Bicycle Scheduling Based on Genetic Algorithm and LSTM. In 2024 IEEE 6th International Conference on Civil Aviation Safety and Information Technology (ICCASIT) (pp. 936-940). IEEE.
[44] Zhu P. Construction and Experimental Verification of Automatic Classification Process Based on K-Mer Frequency Statistics[C]//The International Conference on Cyber Security Intelligence and Analytics. Cham: Springer Nature Switzerland, 2024: 391-400.
[45] Fan, Yijiao "Optimization Strategy and Implementation Effect Analysis of Unstructured Data Audit for Internal Audit of Commercial Banks in the Big Data Environment."Accounting, Auditing and Finance (2024), 5(3): 7-12
[46] Chen, H., Yang, Y., & Shao, C. (2021). Multi-task learning for data-efficient spatiotemporal modeling of tool surface progression in ultrasonic metal welding. Journal of Manufacturing Systems, 58, 306-315.
[47] Wei Z. Design and Implementation of Financial Derivatives Trading Platform Based on Blockchain Technology[J]. Financial Economics Insights, 2025, 2(1): 29-35.
[48] Huang J. Digital Technologies Enabling Rural Revitalization: The Practice of AI and BIM in the Adaptive Reuse of Historic Buildings[J]. International Journal of Architectural Engineering and Design, 2025, 2(1): 1-8.
[49] Xiang, Y., Li, J., & Ma, K. (2024, October). Stock Price Prediction with Bert-BiLSTM Fusion Model in Bimodal Mode. In Proceeding of the 2024 5th International Conference on Computer Science and Management Technology (pp. 1219-1223).
[50] Chen, H., Varatharajah, Y., de Ramirez, S. S., Arnold, P., Frankenberger, C., Hota, B., & Iyer, R. (2020). A retrospective longitudinal study of COVID-19 as seen by a large urban hospital in Chicago. medRxiv, 2020-11.
[51] Gu Y. Javascript Code Simplification And Optimization Based On Hybrid Static and Dynamic Analysis Techniques[C]//2025 IEEE 14th International Conference on Communication Systems and Network Technologies (CSNT). IEEE, 2025: 826-833.
[52] Liu B. Data Analysis and Model Construction for Crew Fatigue Monitoring Based on Machine Learning Algorithms[J]. optimization, 2024, 8(5): 48-52.
[53] Chen, H., Zuo, J., Zhu, Y., Kabir, M. R., & Han, A. (2024). Polar-Space Frequency-Domain Filtering for Improved Pulse-echo Speed of Sound Imaging with Convex Probes. In 2024 IEEE Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium (UFFC-JS) (pp. 1-4). IEEE.
[54] Xu Q. Architecture Design and Performance Analysis of Mobile Instant Chat System based on Asynchronous Communication Model[C]//2025 3rd International Conference on Integrated Circuits and Communication Systems (ICICACS). IEEE, 2025: 1-7.
[55] Zhang X. Application of Real Time Machine Learning Models in Financial Fraud Identification[J]. European Journal of Business, Economics & Management, 2025, 1(2): 1-7.
[56] Chen J. Design and Implementation of a Personalized Recommendation System Based on Deep Learning Distributed Collaborative Filtering Algorithm on Social Media Platforms[C]//2025 3rd International Conference on Integrated Circuits and Communication Systems (ICICACS). IEEE, 2025: 1-5.
[57] Shanshan Feng, Ke Ma, Gongpin Cheng, Risk Evolution along the Oil and Gas Industry Chain: Insights from Text Mining Analysis, Finance Research Letters, 2025, 106813, ISSN 1544-6123
[58] Yuchen Liu, Research on Intelligent Transformation and Risk Warning Mechanism of Enterprise Financial Management Based on Big Data Technology, International Journal of Big Data Intelligent Technology, 2025, 6(1), 82-91