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   Articles with "preserving data" as a keyword



An evolutionary feature set decomposition based anonymization for classification workloads: Privacy Preserving Data Mining

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recommendations! Published in 2017 at "Cluster Computing"

DOI: 10.1007/s10586-017-1108-9

Abstract: Privacy has become an important concern while publishing micro data about a population. The emerging area called privacy preserving data mining (PPDM) focus on individual privacy without compromising data mining results. An adversarial exploitation of… read more here.

Keywords: data mining; preserving data; privacy preserving; classification workloads ... See more keywords

Lightweight and efficient privacy-preserving data aggregation approach for the Smart Grid

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recommendations! Published in 2017 at "Ad Hoc Networks"

DOI: 10.1016/j.adhoc.2017.05.011

Abstract: Abstract Over the last few years, we have seen the emergence of a wide range of Smart Grid architectures, technologies, and applications made possible by the significant improvements in hardware, software, and networking technologies. One… read more here.

Keywords: preserving data; privacy preserving; smart grid; data aggregation ... See more keywords
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Twenty Years Preserving Data

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recommendations! Published in 2017 at "Advances in Archaeological Practice"

DOI: 10.1017/aap.2017.11

Abstract: ABSTRACT In 2016 the Archaeology Data Service (ADS) was 20 years old. Since its birth the ADS has had to respond to rapid changes in technology, as well as major cultural and organizational changes in… read more here.

Keywords: preserving data; archaeology; twenty years; los ... See more keywords
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Preserving Data Journalism: A Systematic Literature Review

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recommendations! Published in 2021 at "Journalism Practice"

DOI: 10.1080/17512786.2021.1903972

Abstract: News organisations have longstanding practices for archiving and preserving their content. The emerging practice of data journalism has led to the creation of complex new outputs, including dynamic... read more here.

Keywords: journalism; preserving data; systematic literature; data journalism ... See more keywords

Toward Privacy-Preserving Data Sharing—An Australian Healthcare Perspective

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recommendations! Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3545778

Abstract: The rise of big data has brought increased urgency to the importance of privacy-preserving data sharing in healthcare. In Australia, health records exist in various databases; however data sharing is limited. While many consumers and… read more here.

Keywords: privacy preserving; data sharing; healthcare; preserving data ... See more keywords

Toward Transparent and Accountable Privacy-Preserving Data Classification

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recommendations! Published in 2021 at "IEEE Network"

DOI: 10.1109/mnet.011.2000662

Abstract: Machine learning provides an effective approach to execute big data analysis. As a branch of machine learning, classification has been widely adopted in data processing. However, the sensitivity of data raises the concern of data… read more here.

Keywords: transparent accountable; privacy preserving; preserving data; data classification ... See more keywords

Data Protection: Privacy-Preserving Data Collection With Validation

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recommendations! Published in 2024 at "IEEE Transactions on Dependable and Secure Computing"

DOI: 10.1109/tdsc.2023.3326299

Abstract: The ubiquitous data collection has raised potential risks of leaking physical and private attribute information associated with individuals in a collected dataset. A data collector who wants to collect data for provisioning its machine learning… read more here.

Keywords: data collection; privacy preserving; protocol; preserving data ... See more keywords

A Practical Privacy-Preserving Data Aggregation (3PDA) Scheme for Smart Grid

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recommendations! Published in 2019 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2018.2809672

Abstract: The real-time electricity consumption data can be used in value-added service such as big data analysis, meanwhile the single user's privacy needs to be protected. How to balance the data utility and the privacy preservation… read more here.

Keywords: data aggregation; scheme; privacy preserving; aggregation ... See more keywords

Privacy-Preserving Data Aggregation for Mobile Crowdsensing With Externality: An Auction Approach

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recommendations! Published in 2021 at "IEEE/ACM Transactions on Networking"

DOI: 10.1109/tnet.2021.3056490

Abstract: We develop an auction framework for privacy-preserving data aggregation in mobile crowdsensing, where the platform plays the role as an auctioneer to recruit workers for sensing tasks. The workers are allowed to report noisy versions… read more here.

Keywords: aggregation mobile; data aggregation; mobile crowdsensing; privacy preserving ... See more keywords

Efficient and Privacy-Preserving Data Aggregation Scheme for Smart Grid Against Internal Adversaries

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recommendations! Published in 2017 at "IEEE Transactions on Smart Grid"

DOI: 10.1109/tsg.2017.2720159

Abstract: Privacy-preserving data aggregation (P2DA) is an important basic building block that can protect consumer’s privacy in the smart grid environment because it could be used to prevent the extraction of the electricity consumption information of… read more here.

Keywords: preserving data; privacy preserving; scheme; data aggregation ... See more keywords

Privacy-preserving data mining optimization for big data analytics using deep reinforcement learning

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recommendations! Published in 2024 at "Indonesian Journal of Electrical Engineering and Computer Science"

DOI: 10.11591/ijeecs.v36.i3.pp1929-1937

Abstract: The rapid growth of big data analytics has heightened concerns about data privacy, necessitating the development of advanced privacy-preserving techniques. This research addresses the challenge of optimizing privacy-preserving data mining (PPDM) for big data analytics… read more here.

Keywords: privacy preserving; privacy; data analytics; preserving data ... See more keywords