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Blockchain-Enhanced Data Privacy Preservation and Secure Sharing Scheme for Healthcare IoT
IEEE Internet of Things JournalData privacy preservation and secure sharing are key technical challenges faced by smart wearable healthcare Internet of Things (IoT) systems. Blockchain technology enables privacy preservation for medical data through encryption.
Shaopeng Guan, Youliang Cao, Yuan Zhang
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Digital Preservation of Scientific Data
2008Digital preservation aims at maintaining digital objects and data accessible over long periods of time. We propose the use of dedicated or surplus storage resources of data grids to build frameworks of digital preservation. In this paper we focus on the problem of digital preservation in two scenarios: a national digital library and a repository of ...
Barateiro, J. +4 more
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Privacy Preserving Publication of Educational Data
2021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI), 2021The need for securing data privacy has increased as the online publication of data has grown by leaps and bounds in recent years. This situation puts a lot of people at risk of a security breach. K-anonymity, which was the first published method of providing data anonymity is no longer as effective to keep up with the demands of various types of ...
Tamanna Rahaman +3 more
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Monotonicity Preserving Approximation of Multivariate Scattered Data
BIT Numerical Mathematics, 2005zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Privacy-Preserving Outsourcing of Data Mining
2016 IEEE 40th Annual Computer Software and Applications Conference (COMPSAC), 2016Data mining is gaining momentum in society due to the ever increasing availability of large amounts of data, easily gathered by a variety of collection technologies and stored via computer systems. Due to the limited computational resources of data owners and the developments in cloud computing, there has been considerable recent interest in the ...
MONREALE, ANNA, Wang, Wendy Hui
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A blockchain-based federated learning mechanism for privacy preservation of healthcare IoT data
Comput. Biol. Medicine, 2023Wided Moulahi +4 more
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Privacy-preserving imputation of missing data
Data & Knowledge Engineering, 2008Handling missing data is a critical step to ensuring good results in data mining. Like most data mining algorithms, existing privacy-preserving data mining algorithms assume data is complete. In order to maintain privacy in the data mining process while cleaning data, privacy-preserving methods of data cleaning will be required.
Geetha Jagannathan, Rebecca N. Wright
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Privacy Preservation in Big Data From the Communication Perspective—A Survey
IEEE Communications Surveys and Tutorials, 2019The advancement of data communication technologies promotes widespread data collection and transmission in various application domains, thereby expanding big data significantly.
Tao Wang +4 more
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Data provenance for preservation of digital geoscience data
2011A necessary first step in the preservation of digital scientific data is gathering enough information “about” a scientific outcome or data collection, that it can be discovered and used a decade from now as easily as it is reused next week. Data provenance, or lineage of a collection, can capture how a particular scientific collection was created, when
Beth Plale +3 more
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