Towards a data provenance model for private data sharing management in IoT
October 25, 2021·
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0 min read
Nouha Laamech
Manuel Munier
Congduc Pham
Abstract
Internet of Things (IoT) is one of the key technologies in the industry 4.0 era and promotes the interconnection of numerous data sources in several sectors such as ecology, agriculture, or healthcare. Meanwhile, each entity within these connected environments carries its unique requirements and individual goals. For connected environments to gain greater legitimacy among end users, service-oriented systems must adopt a new paradigm that allows end users to move from being passive consumers to actively participate in monitoring their own data at different stages of its lifecycle. In this context, a usage model based on ontological reasoning can be integrated within a data provenance mechanism to help create a trust worthy environment. In this paper, we introduce a vision for democratizing service-oriented systems. We discuss potential new directions that need to be pursued in the area of data management. Then, we review existing schemes applied in IoT data provenance and rely on the requirements to discuss their strengths and weaknesses. Finally, we summarize a number of potential solutions to direct future research.
Type
Publication
In Second International Workshop on Privacy and Security in Enterprise Modeling (PriSEM'2021) → In conjunction with IEEE EDOCW 2021
Location
Gold Coast, Australia (virtual), October 25-29, 2021
Authors
Associate Professor in Computer Science
Manuel Munier received his Ph.D. in Computer Science from University of Nancy in january 1999. His thesis works studied cooperative systems, advanced transaction models, distributed systems. Immediately after receiving his Ph.D., he worked as a postdoctoral researcher for INRIA Lorraine and Xerox Research Centre Europe in Grenoble.
In september 1999 he joined the University of Pau (IUT des Pays de l’Adour, département Réseaux & Télécommunications, site de Mont de Marsan). Manuel Munier is a member of ISI-Know team (Information Security and engIneering through knowledge management) of the LIUPPA (Laboratoire d’Informatique de l’Université de Pau et des Pays de l’Adour).