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Editorial: Special issue on security and privacy in network computing
2019
World wide web (Bussum)
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computing architectures and created a wide range of network computing paradigms, including blockchain [1], distributed computing [11], cloud computing [9], Web services [2], Internet of Things [4, 10], crowdsourcing ...
On the other hand, the diversity and the unique characteristics of network computing paradigms make a silver bullet for the general solution difficult to seek. ...
Acknowledgements The guest editors would like to express their thanks to the Editor in Chief Professor Yanchun Zhang for giving them the opportunity to edit this special issue on "Security and Privacy ...
doi:10.1007/s11280-019-00704-x
fatcat:vj64c2lpgzherhpsiqgjzjtzla
Privacy-Aware Crowdsourced Spectrum Sensing and Multi-user Sharing Mechanism in Dynamic Spectrum Access Networks
2019
IEEE Access
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In this paper, aiming at achieving a maximal spectrum utilization, we propose a privacy-aware crowdsourced spectrum sensing and multi-user sharing mechanism for DSA. ...
INDEX TERMS Privacy aware, mobile crowd sensing, incentive mechanism, dynamic spectrum access, game theory. ...
PRIVACY-AWARE CROWDSOURCED SPECTRUM SENSING MECHANISM In our proposed crowdsourced spectrum sensing model, aiming at preserving privacy, each sensing helper j will firstly form a sensing group with at ...
doi:10.1109/access.2019.2901200
fatcat:pqdbmjeluzemtfayqfufkzlorm
Differential Privacy in Cognitive Radio Networks: A Comprehensive Survey
[article]
2021
arXiv
pre-print
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Background/Introduction: Integrating cognitive radio (CR) with traditional wireless networks is helping solve the problem of spectrum scarcity in an efficient manner. ...
The opportunistic and dynamic spectrum access features of CR provide the functionality to its unlicensed users to utilize the underutilized spectrum at the time of need because CR nodes can sense vacant ...
Authors developed a multi-bid model which collects bids from sensing participants and selects sensing winners in differentially private manner. ...
arXiv:2111.02011v2
fatcat:a5hique4fvfxrclslvpgda5jyy
Location Privacy in Cognitive Radio Networks: A Survey
2017
IEEE Communications Surveys and Tutorials
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2018 pre-print arXiv:1806.00750v1 fatcat:rnqp3mgdend67f2d542tid53zq
Cognitive radio networks (CRNs) have emerged as an essential technology to enable dynamic and opportunistic spectrum access which aims to exploit underutilized licensed channels to solve the spectrum scarcity ...
, and explores the different privacy attacks and countermeasure solutions that have been proposed in the literature to cope with this location privacy issue. ...
Location privacy for crowdsourced spectrum sensing: Crowdsourcing is an emerging tool that is gaining lots of interest in the context of CRN s. ...
doi:10.1109/comst.2017.2693965
fatcat:4jkyw7tyxrcdzbbm5uocxawsie
Data Collection and Wireless Communication in Internet of Things (IoT) Using Economic Analysis and Pricing Models: A Survey
[article]
2016
arXiv
pre-print
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Besides, we survey a variety of pricing strategies in providing incentives for phone users in crowdsensing applications to contribute their sensing data. ...
This paper provides a state-of-the-art literature review on economic analysis and pricing models for data collection and wireless communication in Internet of Things (IoT). ...
Thus, using pricing models may provide incentive mechanisms for users' privacy protection.
A. ...
arXiv:1608.03475v1
fatcat:2jjbf3bw2vai5kqi74r56dviwe
Towards Crowdsourcing Internet of Things (Crowd-IoT): Architectures, Security and Applications
2022
Future Internet
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Crowdsourcing can play an important role in the Internet of Things (IoT) applications for information sensing and gathering where the participants are equipped with geolocated devices. ...
This paper presents a comprehensive survey for this new Crowdsourcing IoT paradigm from four different perspectives: (1) Architectures for Crowd-IoT; (2) Trustworthy, Privacy and Security for Crowd-IoT ...
The authors presented AnonySense, a general architecture focusing on privacy-aware mobile crowdsourcing. ...
doi:10.3390/fi14020049
fatcat:o62tjaayyvfnjc75irzkpzu5vy
A survey on game theoretical methods in Human–Machine Networks
2017
Future generations computer systems
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Designing incentive mechanisms is an effective and efficiency way to achieve different purposes. Most of existing incentive mechanisms for crowdsourcing depends on monetary rewards. ...
[49] proposed an incentive mechanism based on game theory to solve this problem. It can promote players to act honestly. ...
doi:10.1016/j.future.2017.10.051
fatcat:55v7cpi64ndb3apj4ngbkin5ue
Game Theory in Mobile CrowdSensing:A Comprehensive Survey
2020
Sensors
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We present the methods used by each game to reach an equilibrium where the solution for the problem ensures that every participant of the game is satisfied with their utility with no requirement of change ...
requesters and providers, and incentives. ...
[110] proposed an incentive mechanism based on the time stamp of joining in sensing task. ...
doi:10.3390/s20072055
pmid:32268546
pmcid:PMC7180814
fatcat:jahw2lzp4re7dim5q4onf6tlzm
Adopting incentive mechanisms for large-scale participation in mobile crowdsensing: from literature review to a conceptual framework
2016
Human-Centric Computing and Information Sciences
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The phenomenal growth in the richness and diversity of sensors on smart devices [3], combined with the inherent ...
With rapid growth in mobile technologies, smart devices such as mobile phones, smart vehicles and wearables are fast becoming powerful sensing units used at a societal scale for monitoring the surrounding ...
In a similar monetary incentive scheme based on reverse auction mechanism, users' privacy was guaranteed by enabling them to bid and claim their reward anonymously, while at the same time ensuring high ...
doi:10.1186/s13673-016-0080-3
fatcat:euypyllcvncvbpnnulyxghncfq
A Comprehensive Survey of Incentive Mechanism for Federated Learning
[article]
2021
arXiv
pre-print
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Subsequently, we summarize the existing incentive mechanisms in terms of the main techniques, such as Stackelberg game, auction, contract theory, Shapley value, reinforcement learning, blockchain. ...
Thus, it is quite crucial to inspire more participants to contribute their valuable resources with some payments for federated learning. ...
With these bids, the remote server chooses K winners based on the computed score and determines their payments. ...
arXiv:2106.15406v1
fatcat:7v7adaw5wnbldhykma6mhgpnty
2014 Index IEEE Transactions on Parallel and Distributed Systems Vol. 25
2015
IEEE Transactions on Parallel and Distributed Systems
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Wang, X., +, TPDS May 2014 1317-1327 Mechanical factors Free Market of Crowdsourcing: Incentive Mechanism Design for Mobile Sensing. ...
., +, TPDS Oct. 2014 2499-2508
Electronic mail
Free Market of Crowdsourcing: Incentive Mechanism Design for Mobile
Sensing. ...
on Homogeneous Multiprocessors. 1510 -1521 In-Network Cache Management and Resource Allocation for Information-Centric Networks. ...
doi:10.1109/tpds.2014.2371591
fatcat:qxyljogalrbfficryqjowgv3je
New Privacy-Preserving Ascending Auction for Assignment Problems
2016
Social Science Research Network
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Despite these new features, (i) the auction stops in a finite time, (ii) sincere bidding is an ex-post Nash equilibrium, (iii) the auction ending prices and revenue depend only on bidders valuations and ...
and compared across any number of mechanisms. ...
Our work lays the foundation for analyzing bidder information revelation in a broad spectrum of dynamic and one-shot mechanisms. ...
doi:10.2139/ssrn.2883867
fatcat:lo3kgmom5vekja2alrhzf5gjyy
Credibility on Crowdsensing Data Acquisition
2019
Journal of Communication and Information Systems
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This paper focuses on the credibility of crowd sensed data. The ubiquity of crowdsensing platforms has enabled the capture of sensed information useful for several applications domains. ...
However, one concern with crowdsensing is the information credibility and, over the last few years, we have seen a variety of approaches to leverage credibility on the crowdsensing platforms. ...
[196] explored security and privacy issues on incentive mechanisms. ...
doi:10.14209/jcis.2019.26
fatcat:o4cja467jbgenap4akpxmcu3ym
Task Allocation Model Based on Worker Friend Relationship for Mobile Crowdsourcing
2019
Sensors
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The GeoHash coding mechanism is adopted in the process of calculating the strength of worker relationship, which effectively protects the location privacy of workers. ...
With the rapid development of mobile devices, mobile crowdsourcing has become an important research focus. According to the task allocation, scholars have proposed many methods. ...
[32] proposed an incentive mechanism based on multi-attribute reverse auction for mobile crowdsourcing. Li et al. ...
doi:10.3390/s19040921
fatcat:vsovr5bflrgafdemiimfjk6hja
Multimedia Edge Computing
[article]
2021
arXiv
pre-print
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In this paper, we investigate the recent studies on multimedia edge computing, from sensing not only traditional visual/audio data but also individuals' geographical preference and mobility behaviors, ...
We provide both a retrospective view of recent rapid migration (resp. merge) of cloud multimedia to (resp. and) edge-aware multimedia and insights on the fundamental guidelines for designing multimedia ...
high-quality, scalable, personalized, and privacy-protected multimedia services to edge-networked users a reality. ...
arXiv:2105.02409v1
fatcat:26eyjzgg2na2lep2crb4cfhs7m
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