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DOI: 10.14569/IJACSA.2019.0100529
PDF

Secure Data Provenance in Internet of Things based Networks by Outsourcing Attribute based Signatures and using Bloom Filters

Author 1: Muhammad Shoaib Siddiqui
Author 2: Atiqur Rahman
Author 3: Adnan Nadeem
Author 4: Ali M. Alzahrani

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 10 Issue 5, 2019.

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Abstract: With the dawn of autonomous organization and network and service management, the integration of existing networks with Internet of Things (IoT) based networks is becoming a reality. With minimal human interaction, the security of IoT data moving through the network becomes prone to attacks. IoT networks require a secure provenance mechanism, which is efficient and lightweight because of the scarce computing and storage resources at the IoT nodes. In this paper, we have proposed a secure mechanism to sign and authenticate provenance messages using Ciphertext-Policy Attribute Based Encryption (CP-ABE) based signatures. The proposed technique uses Bloom filters to reduce storage requirements and an outsourced ABE mechanism to use lessen the computational requirements at the IoT devices. The proposed technique helps in reducing the storage requirements and computation time in IoT devices. The performance of the proposed mechanism is evaluated and the results show that the proposed solution is best suited for resourced constrained IoT network.

Keywords: Data provenance; bloom filter; ciphertext policy attribute based encryption; IoT

Muhammad Shoaib Siddiqui, Atiqur Rahman, Adnan Nadeem and Ali M. Alzahrani, “Secure Data Provenance in Internet of Things based Networks by Outsourcing Attribute based Signatures and using Bloom Filters” International Journal of Advanced Computer Science and Applications(IJACSA), 10(5), 2019. http://dx.doi.org/10.14569/IJACSA.2019.0100529

@article{Siddiqui2019,
title = {Secure Data Provenance in Internet of Things based Networks by Outsourcing Attribute based Signatures and using Bloom Filters},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2019.0100529},
url = {http://dx.doi.org/10.14569/IJACSA.2019.0100529},
year = {2019},
publisher = {The Science and Information Organization},
volume = {10},
number = {5},
author = {Muhammad Shoaib Siddiqui and Atiqur Rahman and Adnan Nadeem and Ali M. Alzahrani}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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