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Article Details

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.

Dynamic Access Control Policy based on Blockchain and Machine Learning for the Internet of Things

Author 1: Aissam OUTCHAKOUCHT
Author 2: Hamza ES-SAMAALI
Author 3: Jean Philippe LEROY

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Digital Object Identifier (DOI) : 10.14569/IJACSA.2017.080757

Article Published in International Journal of Advanced Computer Science and Applications(IJACSA), Volume 8 Issue 7, 2017.

  • Abstract and Keywords
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Abstract: The Internet of Things (IoT) is now destroying the barriers between the real and digital worlds. However, one of the huge problems that can slow down the development of this global wave, or even stop it, concerns security and privacy requirements. The criticality of these latter comes especially from the fact that the smart objects may contain very intimate information or even may be responsible for protecting people’s lives. In this paper, the focus is on access control in the IoT context by proposing a dynamic and fully distributed security policy. Our proposal will be based, on one hand, on the concept of the blockchain to ensure the distributed aspect strongly recommended in the IoT; and on the other hand on machine learning algorithms, particularly on reinforcement learning category, in order to provide a dynamic, optimized and self-adjusted security policy.

Keywords: Internet of Things; security; access control; dynamic policy; security policy; blockchain; machine learning; reinforcement learning

Aissam OUTCHAKOUCHT, Hamza ES-SAMAALI and Jean Philippe LEROY, “Dynamic Access Control Policy based on Blockchain and Machine Learning for the Internet of Things” International Journal of Advanced Computer Science and Applications(IJACSA), 8(7), 2017. http://dx.doi.org/10.14569/IJACSA.2017.080757

@article{OUTCHAKOUCHT2017,
title = {Dynamic Access Control Policy based on Blockchain and Machine Learning for the Internet of Things},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2017.080757},
url = {http://dx.doi.org/10.14569/IJACSA.2017.080757},
year = {2017},
publisher = {The Science and Information Organization},
volume = {8},
number = {7},
author = {Aissam OUTCHAKOUCHT and Hamza ES-SAMAALI and Jean Philippe LEROY}
}


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