Finding a good balance between the availability of data for analysis and the control that individuals should exercise over their own data is a key requirement for generating innovation and growth in our data-driven society. A promising direction is the development of data market platforms where individuals can directly provide their own data and monetize them by making them selectively available to data consumers. Data market platforms are often based on the cloud paradigm and can be managed by parties that may be not fully trusted, or even be malicious, thus introducing new data security and privacy issues. In this article, we discuss the issues and challenges toward empowering individuals to use a data market platform for trading their data while keeping control over them. We also discuss how existing techniques can be possibly adapted to address these issues and highlight aspects that still need to be investigated.
Toward Owners' Control in Digital Data Markets / S. De Capitani di Vimercati, S. Foresti, G. Livraga, P. Samarati. - In: IEEE SYSTEMS JOURNAL. - ISSN 1932-8184. - 15:1(2021 Mar), pp. 1299-1306.
|Titolo:||Toward Owners' Control in Digital Data Markets|
FORESTI, SARA (Secondo)
LIVRAGA, GIOVANNI (Penultimo)
SAMARATI, PIERANGELA (Ultimo) (Corresponding)
|Parole Chiave:||Data market; data protection; owner control; privacy, security; technological innovation; data protection; economic indicators; memory;|
|Settore Scientifico Disciplinare:||Settore INF/01 - Informatica|
|Progetto:||Multi-Owner data Sharing for Analytics and Integration respecting Confidentiality and Owner control (MOSAICrOWN)|
High quality Open data Publishing and Enrichment (HOPE)
|Data di pubblicazione:||mar-2021|
|Data ahead of print / Data di stampa:||feb-2020|
|Digital Object Identifier (DOI):||http://dx.doi.org/10.1109/JSYST.2020.2970456|
|Appare nelle tipologie:||01 - Articolo su periodico|