Decision tree based user-centric security solution for critical IoT infrastructure

Puthal, D; Wilson, S; Nanda, A; Liu, M; Swain, S; Sahoo, BPS; Yelamarthi, K; Pillai, P; El-Sayed, H; Prasad, M

Decision tree based user-centric security solution for critical IoT infrastructure

Puthal, D

Wilson, S Nanda, A Liu, M Swain, S Sahoo, BPS Yelamarthi, K Pillai, P El-Sayed, H Prasad, M

Permalink

Publisher:: PERGAMON-ELSEVIER SCIENCE LTD
Publication Type:: Journal Article
Citation:: Computers and Electrical Engineering, 2022, 99
Issue Date:: 2022-04-01

Closed Access

	Filename	Description	Size
	Decision tree based user-centric security solution for critical IoT infrastructure.pdf	Published version	1.64 MB	Adobe PDF	View/Open

Copyright Clearance Process

Recently Added
In Progress
Closed Access

This item is closed access and not available.

Full metadata record

Field	Value	Language
dc.contributor.author	Puthal, D https://orcid.org/0000-0002-8332-278X
dc.contributor.author	Wilson, S
dc.contributor.author	Nanda, A
dc.contributor.author	Liu, M
dc.contributor.author	Swain, S
dc.contributor.author	Sahoo, BPS
dc.contributor.author	Yelamarthi, K
dc.contributor.author	Pillai, P
dc.contributor.author	El-Sayed, H
dc.contributor.author	Prasad, M https://orcid.org/0000-0002-7745-9667
dc.date.accessioned	2023-03-21T03:12:40Z
dc.date.available	2023-03-21T03:12:40Z
dc.date.issued	2022-04-01
dc.identifier.citation	Computers and Electrical Engineering, 2022, 99
dc.identifier.issn	0045-7906
dc.identifier.issn	1879-0755
dc.identifier.uri	http://hdl.handle.net/10453/167929
dc.description.abstract	Data processing in real-time brings better business modeling and an intuitive plan of action. Internet of things (IoT), being a source of sensitive data collected and communicated through either public or private networks, requires better security from end to end to uphold integrity, quality, and acceptability of data. Designing an adaptive solution plays a vital role where IoT is deployed for the sensing-as-a-services in the critical infrastructure and near real-time decision making by deploying data analysis in the edge datacenters. Again, securing the system with user's demand and device specifications is a challenging and open research problem. This paper proposed a decision tree based user-centric security approach named DecisionTSec that provides a secure channel for communication in IoT networks, combining edge datacenters in the network edges. Further, the proposed DecisionTSec is validated by experimenting with the real-time testbed for the system performance along with the theoretical security validation.
dc.language	English
dc.publisher	PERGAMON-ELSEVIER SCIENCE LTD
dc.relation.ispartof	Computers and Electrical Engineering
dc.relation.isbasedon	10.1016/j.compeleceng.2022.107754
dc.rights	info:eu-repo/semantics/closedAccess
dc.subject	0803 Computer Software, 0805 Distributed Computing, 0906 Electrical and Electronic Engineering
dc.subject.classification	Electrical & Electronic Engineering
dc.title	Decision tree based user-centric security solution for critical IoT infrastructure
dc.type	Journal Article
utslib.citation.volume	99
utslib.for	0803 Computer Software
utslib.for	0805 Distributed Computing
utslib.for	0906 Electrical and Electronic Engineering
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Strength - AAII - Australian Artificial Intelligence Institute
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Information, Systems and Modelling
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Computer Science
utslib.copyright.status	closed_access	*
dc.date.updated	2023-03-21T03:12:39Z
pubs.publication-status	Published
pubs.volume	99

Abstract:

Data processing in real-time brings better business modeling and an intuitive plan of action. Internet of things (IoT), being a source of sensitive data collected and communicated through either public or private networks, requires better security from end to end to uphold integrity, quality, and acceptability of data. Designing an adaptive solution plays a vital role where IoT is deployed for the sensing-as-a-services in the critical infrastructure and near real-time decision making by deploying data analysis in the edge datacenters. Again, securing the system with user's demand and device specifications is a challenging and open research problem. This paper proposed a decision tree based user-centric security approach named DecisionTSec that provides a secure channel for communication in IoT networks, combining edge datacenters in the network edges. Further, the proposed DecisionTSec is validated by experimenting with the real-time testbed for the system performance along with the theoretical security validation.

Please use this identifier to cite or link to this item:

http://hdl.handle.net/10453/167929