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A survey on Privacy Preserving Data Aggregation Schemes in People Centric Sensing Systems and Wireless Domains
2016
Indian Journal of Science and Technology
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The privacy preserving aggregation scheme should support spatial and temporal aggregation with fault tolerance. ...
Also maintaining the data integrity, data privacy and data accuracy with less computational and communication overhead is essential. ...
PPM-HDA addresses the need for a fault tolerant cloud based framework to manage the user's sensitive health data in a large scale network. ...
doi:10.17485/ijst/2016/v9i37/102072
fatcat:6qqalqugurhvfje5dusf45fctm
Table of contents
2016
IEEE Transactions on Information Forensics and Security
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PPM-HDA: Privacy-Preserving and Multifunctional Health Data Aggregation With Fault Tolerance .................... ............................................................................... S. ...
Copyright and Reprint Permissions: Abstracting is permitted with credit to the source. ...
doi:10.1109/tifs.2016.2579579
fatcat:rkc5uiczczhbfhbpihcj7xxpmy
Privacy-Enhanced and Multifunctional Health Data Aggregation under Differential Privacy Guarantees
2016
Sensors
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Besides, a histogram aggregation scheme with high accuracy is proposed. PMHA-DP supports fault tolerance while preserving data privacy. ...
In this paper, we propose a privacy-enhanced and multifunctional health data aggregation scheme (PMHA-DP) under differential privacy. ...
However, MuDA cannot support fault tolerance either. Han et al. [6] present a multifunctional aggregation scheme with fault tolerance called PPM-HDA. ...
doi:10.3390/s16091463
pmid:27626417
pmcid:PMC5038741
fatcat:asuu5ruqgrhu3igqjickick22e
EPPDA: An Efficient and Privacy-Preserving Data Aggregation Scheme with Authentication and Authorization for IoT-Based Healthcare Applications
2021
Wireless Communications and Mobile Computing
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For that, the security, privacy, and aggregation of health data are very important aspects to be considered. ...
This paper proposes a novel secure data aggregation scheme called "An Efficient and Privacy-Preserving Data Aggregation Scheme with authentication for IoT-Based Healthcare applications" (EPPDA). ...
In [16] , an efficient and privacy-friendly data aggregation known as Fault Tolerance Multifunctional Health and Privacy Preserving Data Aggregation for Cloud Assisted WBANs (PPM-HAD) is introduced. ...
doi:10.1155/2021/5594159
fatcat:lbhrr5p7yjeozey6bbbv4qlszq
Privacy-preserving data aggregation in resource-constrained sensor nodes in Internet of Things: A review
[article]
2018
arXiv
pre-print
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Different Privacy-Preserving Data Aggregation (PPDA) techniques have been proposed to ensure data privacy during data aggregation in resource-constrained sensor nodes. ...
Privacy problems are lethal and getting more attention than any other issue with the notion of the Internet of Things (IoT). ...
Acknowledgment This work is a part of our project "Privacy preserving data aggregation techniques in e-health care system" that is funded by my host institution as a part of master degree thesis. ...
arXiv:1812.04216v1
fatcat:ajbxpbburjhbxg6satjiazdwx4
A Survey on Trust Management for WBAN: Investigations and Future Directions
2020
Sensors
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Subsequently, we detail and compare the existing trust based approaches in a WBAN context. We pinpoint their limitations and provide a new classification of these different approaches. ...
We complete this survey by highlighting the open future directions and perspectives for research. ...
encryption and signature scheme [80] and by 15% compared to PPM-HDA (Privacy-preserving and multifunctional health data aggregation) [81] . ...
doi:10.3390/s20216041
pmid:33114189
fatcat:3riar7gfqfhvtoei52urwd3hki