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Blockchain-based privacy and security model for transactional data in large private networks.

Bello Musa Yakubu1, Jamilu Sabi'u2, Pattarasinee Bhattarakosol3

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This study introduces a secure architecture for large private networks, using blockchain and digital certificates to protect transactional data privacy. The new model significantly enhances data security and speeds up encryption and decryption processes.

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Area of Science:

  • Cyberphysical Systems Security
  • Network Privacy Architecture
  • Blockchain Applications in Networking

Background:

  • Cyberphysical systems are integral to modern communication, connecting physical devices within large private networks.
  • A critical challenge in establishing these networks is protecting transactional data privacy against sophisticated adversarial exploitation.
  • Existing solutions often fall short in providing robust, end-to-end security for sensitive transaction data.

Purpose of the Study:

  • To propose a novel privacy-preserving architecture for securing transaction data in large private networks.
  • To enhance the security and privacy of user transactional data during transit and node-to-node interactions.
  • To improve the efficiency of data encryption and decryption processes within these networks.

Main Methods:

  • Implementation of a privacy-preserving architecture integrating digital certificates and RSA-based public key infrastructure.
  • Leveraging blockchain technology to ensure data integrity, authenticity, and secure provenance.
  • Conducting security and performance analyses to validate the proposed model's effectiveness.

Main Results:

  • The proposed model demonstrated a significant increase in encryption speed (approximately 17 times) and decryption speed (4 times).
  • An average overall acceleration of 16.5 was achieved, indicating substantial performance improvements.
  • Security analysis confirmed the model's ability to safeguard data integrity and provenance during network communications.

Conclusions:

  • The developed architecture effectively mitigates transactional data privacy risks in large private networks.
  • The integration of blockchain and PKI offers a more secure and efficient solution compared to existing methods.
  • The findings support the proposed model's suitability for enhancing security in cyberphysical systems and private networks.