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Data Credence in IoT: Vision and Challenges

Zadorozhny, Vladimir and Krishnamurthy, Prashant and Abdelhakim, Mai and Pelechrinis, Kostantinos and Xu, Jiawei (2017) Data Credence in IoT: Vision and Challenges. Open Journal of Internet of Things (OJIOT), v. 3, N. 1, 114-126, 2017. Special Issue: Proceedings of the International Workshop on Very Large Internet of Things (VLIoT 2017) in conjunction with the VLDB 2017 Conference., 3 (1). pp. 114-126.

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Abstract

As the Internet of Things permeates every aspect of human life, assessing the credence or integrity of the data generated by "things" becomes a central exercise for making decisions or in auditing events. In this paper, we present a vision of this exercise that includes the notion of data credence, assessing data credence in an efficient manner, and the use of technologies that are on the horizon for the very large scale Internet of Things.


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Details

Item Type: Article
Status: Published
Creators/Authors:
CreatorsEmailPitt UsernameORCID
Zadorozhny, Vladimirviz@pitt.eduviz0000-0001-6420-1926
Krishnamurthy, Prashantprashk@pitt.eduPRASHK
Abdelhakim, Maimaia@pitt.eduMAIA
Pelechrinis, Kostantinoskpele@pitt.eduKPELE
Xu, Jiaweijix20@pitt.eduJIX20
Date: 2017
Date Type: Publication
Journal or Publication Title: Open Journal of Internet of Things (OJIOT), v. 3, N. 1, 114-126, 2017. Special Issue: Proceedings of the International Workshop on Very Large Internet of Things (VLIoT 2017) in conjunction with the VLDB 2017 Conference.
Volume: 3
Number: 1
Page Range: pp. 114-126
Schools and Programs: School of Computing and Information > Information Science
Refereed: Yes
Article Type: Research Article
Date Deposited: 05 Jul 2018 19:11
Last Modified: 05 Jul 2018 19:11
URI: http://d-scholarship.pitt.edu/id/eprint/34834

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