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EADC: An Efficient Anonymous Data Collection Scheme with Blockchain in Internet of Things
Zhiwei Si1, Juhao Wang1, Pengbiao Zhao2
1The School of Information Science and Technology, Linyi University, Linyi 276000, China.
This study introduces an efficient anonymous data collection scheme for the Internet of Things (IoT). It uses matrix algorithms and homomorphic encryption to protect user privacy while enabling effective data gathering.
Area of Science:
- Blockchain Technology
- Internet of Things (IoT)
- Cryptography
Background:
- Smart contracts (SCs) on blockchain enhance IoT decentralization and trust.
- Data privacy is a critical challenge in SC-based IoT systems.
- Existing data aggregation methods lack fine-grained collection capabilities.
Purpose of the Study:
- To propose an efficient anonymous data collection (EADC) scheme for IoT environments.
- To address the limitations of current privacy-preserving methods in SC-enabled IoT.
- To enable fine-grained data collection while maintaining user anonymity.
Main Methods:
- Integration of matrix algorithms with homomorphic encryption (HE).
- Implementation of a sophisticated data grouping protocol.
- Cutting off the user-data connection during the data upload process.
Main Results:
- The EADC scheme effectively anonymizes data collection in IoT.
- Achieves efficient data gathering without compromising user privacy.
- Demonstrates improved system efficiency through data grouping.
Conclusions:
- The proposed EADC scheme offers a viable solution for privacy-preserving data collection in IoT.
- Combines advanced cryptographic techniques for robust data security.
- Facilitates the secure and efficient evolution of SC-integrated IoT systems.
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