A fuzzy approach to trust based access control in internet of things

Parikshit N. Mahalle; Pravin A. Thakre; Neeli Rashmi Prasad; Ramjee Prasad

doi:10.1109/VITAE.2013.6617083

A fuzzy approach to trust based access control in internet of things

Parikshit N. Mahalle, Pravin A. Thakre, Neeli Rashmi Prasad, Ramjee Prasad

Department of Electronic Systems

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

118 Citations (Scopus)

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Abstract

In the Internet of things (IoT), the activities of daily life are supported by a multitude of heterogeneous, loosely coupled ubiquitous devices. Traditional access control models are not suitable to the nomadic, decentralized and dynamic scenarios in the IoT where identities are not known in advance. This makes the trust management in IoT more promising to address the access control issues .This paper present a Fuzzy approach to the Trust Based Access Control (FTBAC) with the notion of trust levels for identity management. The presented fuzzy approach for trust calculations deals with the linguistic information of devices to address access control in the IoT. The simulation result shows that the fuzzy approach for trust based access control guarantees scalability and it is energy efficient. This paper also proposes FTBAC framework for trust based dynamic access control in distributed IoT. FTBAC framework is a flexible and scalable as increasing number of devices do not affect the functioning and performance.

Original language	English
Title of host publication	2013 3rd International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2013 - Co-located with Global Wireless Summit 2013
Number of pages	5
Place of Publication	Atlanta City, USA
Publisher	IEEE
Publication date	1 Jan 2013
Article number	6617083
ISBN (Print)	978-1-4799-0237-8
DOIs	https://doi.org/10.1109/VITAE.2013.6617083
Publication status	Published - 1 Jan 2013
Event	2013 3rd International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace & Electronic Systems (VITAE) - Atlantic City, NJ, United States Duration: 24 Jun 2013 → 27 Jun 2013

Conference

Conference	2013 3rd International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace & Electronic Systems (VITAE)
Country/Territory	United States
City	Atlantic City, NJ
Period	24/06/2013 → 27/06/2013

Series	In Proceedings of the 3 rd International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology (Wireless ViTAE)

Keywords

Access Control
Fuzzy Rule Base
Identity Management
Internet of Things
Trust

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VITAE_D_TRUST__13Submitted manuscript, 1.4 MB

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Mahalle, P. N., Thakre, P. A., Prasad, N. R., & Prasad, R. (2013). A fuzzy approach to trust based access control in internet of things. In 2013 3rd International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2013 - Co-located with Global Wireless Summit 2013 Article 6617083 IEEE. https://doi.org/10.1109/VITAE.2013.6617083

Mahalle, Parikshit N. ; Thakre, Pravin A. ; Prasad, Neeli Rashmi et al. / A fuzzy approach to trust based access control in internet of things. 2013 3rd International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2013 - Co-located with Global Wireless Summit 2013. Atlanta City, USA : IEEE, 2013. (In Proceedings of the 3 rd International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology (Wireless ViTAE)).

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title = "A fuzzy approach to trust based access control in internet of things",

abstract = "In the Internet of things (IoT), the activities of daily life are supported by a multitude of heterogeneous, loosely coupled ubiquitous devices. Traditional access control models are not suitable to the nomadic, decentralized and dynamic scenarios in the IoT where identities are not known in advance. This makes the trust management in IoT more promising to address the access control issues .This paper present a Fuzzy approach to the Trust Based Access Control (FTBAC) with the notion of trust levels for identity management. The presented fuzzy approach for trust calculations deals with the linguistic information of devices to address access control in the IoT. The simulation result shows that the fuzzy approach for trust based access control guarantees scalability and it is energy efficient. This paper also proposes FTBAC framework for trust based dynamic access control in distributed IoT. FTBAC framework is a flexible and scalable as increasing number of devices do not affect the functioning and performance. ",

keywords = "Access Control, Fuzzy Rule Base, Identity Management, Internet of Things, Trust",

author = "Mahalle, {Parikshit N.} and Thakre, {Pravin A.} and Prasad, {Neeli Rashmi} and Ramjee Prasad",

year = "2013",

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series = "In Proceedings of the 3 rd International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology (Wireless ViTAE)",

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Mahalle, PN, Thakre, PA, Prasad, NR & Prasad, R 2013, A fuzzy approach to trust based access control in internet of things. in 2013 3rd International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2013 - Co-located with Global Wireless Summit 2013., 6617083, IEEE, Atlanta City, USA, In Proceedings of the 3 rd International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology (Wireless ViTAE), 2013 3rd International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace & Electronic Systems (VITAE) , Atlantic City, NJ, United States, 24/06/2013. https://doi.org/10.1109/VITAE.2013.6617083

A fuzzy approach to trust based access control in internet of things. / Mahalle, Parikshit N.; Thakre, Pravin A.; Prasad, Neeli Rashmi et al.
2013 3rd International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2013 - Co-located with Global Wireless Summit 2013. Atlanta City, USA: IEEE, 2013. 6617083 (In Proceedings of the 3 rd International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology (Wireless ViTAE)).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

TY - GEN

T1 - A fuzzy approach to trust based access control in internet of things

AU - Mahalle, Parikshit N.

AU - Thakre, Pravin A.

AU - Prasad, Neeli Rashmi

AU - Prasad, Ramjee

PY - 2013/1/1

Y1 - 2013/1/1

N2 - In the Internet of things (IoT), the activities of daily life are supported by a multitude of heterogeneous, loosely coupled ubiquitous devices. Traditional access control models are not suitable to the nomadic, decentralized and dynamic scenarios in the IoT where identities are not known in advance. This makes the trust management in IoT more promising to address the access control issues .This paper present a Fuzzy approach to the Trust Based Access Control (FTBAC) with the notion of trust levels for identity management. The presented fuzzy approach for trust calculations deals with the linguistic information of devices to address access control in the IoT. The simulation result shows that the fuzzy approach for trust based access control guarantees scalability and it is energy efficient. This paper also proposes FTBAC framework for trust based dynamic access control in distributed IoT. FTBAC framework is a flexible and scalable as increasing number of devices do not affect the functioning and performance.

AB - In the Internet of things (IoT), the activities of daily life are supported by a multitude of heterogeneous, loosely coupled ubiquitous devices. Traditional access control models are not suitable to the nomadic, decentralized and dynamic scenarios in the IoT where identities are not known in advance. This makes the trust management in IoT more promising to address the access control issues .This paper present a Fuzzy approach to the Trust Based Access Control (FTBAC) with the notion of trust levels for identity management. The presented fuzzy approach for trust calculations deals with the linguistic information of devices to address access control in the IoT. The simulation result shows that the fuzzy approach for trust based access control guarantees scalability and it is energy efficient. This paper also proposes FTBAC framework for trust based dynamic access control in distributed IoT. FTBAC framework is a flexible and scalable as increasing number of devices do not affect the functioning and performance.

KW - Access Control

KW - Fuzzy Rule Base

KW - Identity Management

KW - Internet of Things

KW - Trust

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DO - 10.1109/VITAE.2013.6617083

M3 - Article in proceeding

AN - SCOPUS:84887630808

SN - 978-1-4799-0237-8

T3 - In Proceedings of the 3 rd International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology (Wireless ViTAE)

BT - 2013 3rd International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2013 - Co-located with Global Wireless Summit 2013

PB - IEEE

CY - Atlanta City, USA

T2 - 2013 3rd International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace & Electronic Systems (VITAE)

Y2 - 24 June 2013 through 27 June 2013

ER -

Mahalle PN, Thakre PA, Prasad NR, Prasad R. A fuzzy approach to trust based access control in internet of things. In 2013 3rd International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2013 - Co-located with Global Wireless Summit 2013. Atlanta City, USA: IEEE. 2013. 6617083. (In Proceedings of the 3 rd International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology (Wireless ViTAE)). doi: 10.1109/VITAE.2013.6617083

A fuzzy approach to trust based access control in internet of things

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