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Multimedia Automation Access Control of Big Data Open Resources Based on Blockchain
Nan Zhao1, Hui Su2, QingSheng Han1
1Beijing Institute of Economics and Management, Beijing 100102, China.
This study introduces a blockchain-based access control mechanism for big data (BBAC-BD) to ensure secure and transparent data sharing. The BBAC-BD system enhances data security and promotes efficient big data circulation.
Area of Science:
- Computer Science
- Information Security
- Data Management
Background:
- Traditional big data access control methods lack transparency and security.
- Need for a decentralized and auditable system for managing access to open big data resources.
Purpose of the Study:
- To propose and evaluate a blockchain-based access control mechanism for big data open resources (BBAC-BD).
- To enhance the security, transparency, and auditability of big data access control.
Main Methods:
- Designed a strategy management contract using Bloom filters for efficient space utilization.
- Developed strategic management contract (PAP CONTRACT) and strategic decision contract (PDP CONTRACT).
- Implemented an access control method based on smart contracts for dynamic and automatic control.
Main Results:
- BBAC-BD ensures non-tampering, auditability, and verifiability of access control information.
- Simulation results indicate optimization effects with increased n/k ratio, leading to lower misjudgment rates.
- The system achieves a secure, reliable, and transparent access control architecture.
Conclusions:
- BBAC-BD overcomes limitations of third-party access control, offering transparency and automated control via smart contracts.
- The mechanism promotes flexible judicial processes and credible judgment results.
- BBAC-BD effectively facilitates the secure circulation and sharing of big data.
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