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Incentive Mechanisms for Mobile Crowd Sensing: Current States and Challenges of Work [article]

Jiajun Sun
2014 arXiv   pre-print
Mobile crowd sensing (MCS) is a new paradigm which leverages the ubiquity of sensor-equipped mobile devices such as smartphones, music players, and in-vehicle sensors at the edge of the Internet, to collect  ...  Thirdly, the forwarding manner of sensing data are undergoing the transition from the priori to the opportunistic.  ...  New privacy preservation schemes need to be explored to eliminate users' concerns of disclosing privacy.  ... 
arXiv:1310.8364v2 fatcat:idpwttacungprh2eqnhc3i2nry

Privacy protection in mobile crowd sensing: a survey

Yongfeng Wang, Zheng Yan, Wei Feng, Shushu Liu
2019 World wide web (Bussum)  
The unprecedented proliferation of mobile smart devices has propelled a promising computing paradigm, Mobile Crowd Sensing (MCS), where people share surrounding insight or personal data with others.  ...  In essence, we classify the privacy protection schemes into four categories with regard to identity privacy, data privacy, attribute privacy, and task privacy.  ...  Additionally, mobile devices are not initially designed for sensing, which leads to low data quality problem.  ... 
doi:10.1007/s11280-019-00745-2 fatcat:eu5uhqeae5fttgforze6w2ctzi

Locate Me: A Privacy Preserving Pseudonym Generation of Location Proof Updates Through Co-Located Devices

Deepan E
2017 International Journal for Research in Applied Science and Engineering Technology  
Extensive experimental results show that our proposed scheme (LOCATEme), besides providing location proofs effectively, can efficiently preserve the source location privacy.  ...  To address this issue, we propose a far better system, more efficient than A Privacy-Preserving LocAtion proof Updating System(APPLAUS) in which co-located Bluetooth enabled mobile devices mutually generate  ...  Specifically, to achieve privacy-preserving spatial range query, we propose the first predicate-only encryption scheme for inner product range (Pseudonym object PO), which can be used to detect whether  ... 
doi:10.22214/ijraset.2017.2075 fatcat:45gjfkhtm5afbdr5v6sgn4yrqy

Simulation Of Trust-Based Mechanism For Enhancing User Confidence In Mobile Crowdsensing Systems

Dorothy Mwongeli Kalui, Dezheng Zhang, Geoffrey Muchiri Muketha, Jared Onsomu
2020 IEEE Access  
The level of MCS security is enhanced to protect the privacy of participants, so that participants can be assured that the MCS system they are working with during sensing moment is trustworthy.  ...  INDEX TERMS Mobile crowdsensing, quality-of-data, quality-of-service, security, trust-based scheme. 20870 This work is licensed under a Creative Commons Attribution 4.0 License.  ...  This scheme of privacy preservation in MCS is required to secure data fusion while guaranteeing traceability, as MCS requires to balance privacy preservation against user reliability.  ... 
doi:10.1109/access.2020.2968797 fatcat:kegfiusr2bcudifqh2vze4bbd4

Location Privacy in Cognitive Radio Networks: A Survey

Mohamed Grissa, Bechir Hamdaoui, Attila A. Yavuza
2017 IEEE Communications Surveys and Tutorials  
, and explores the different privacy attacks and countermeasure solutions that have been proposed in the literature to cope with this location privacy issue.  ...  Despite the great benefits that CRNs offer in terms of their ability to improve spectrum utilization efficiency, they suffer from user location privacy issues.  ...  The authors would like to thank the editor and the reviewers for their valuable feedback that has improved this survey paper greatly.  ... 
doi:10.1109/comst.2017.2693965 fatcat:4jkyw7tyxrcdzbbm5uocxawsie

Guest Editorial Privacy Issues in Internet of Things

Richard Mortier, Jon Crowcroft, Charith Perera, Sasu Tarkoma, Peter Christen
2017 IEEE Internet of Things Journal  
The first of these, "Privacy-Preserving Mechanisms for Crowdsensing: Survey and Research Challenges", examines the particular challenge of privacy preservation in crowdsensing, where the many and varied  ...  The remaining two papers focus on privacy preservation in two quite different domains.  ... 
doi:10.1109/jiot.2017.2713158 fatcat:delabnjo4jds3lunrpj6ikhmpe

Editorial: Advances in Mobile, Edge and Cloud Computing

Xiaowen Chu, Hongbo Jiang, Bo Li, Dan Wang, Wei Wang
2020 Journal on spesial topics in mobile networks and applications  
We are especially grateful to all authors for their valuable contributions, and all the reviewers for their efforts in reviewing the manuscripts. We also thank the Edit-in-Chief, Prof.  ...  Imrich Chlamtac, for his supportive guidance during the entire process, as well as all the Editorial Staffs.  ...  The sixth article entitled "Privacy-preserving and Utilityaware Participant Selection for Mobile Crowd Sensing" proposes a novel privacy-preserving mobile crowd sensing scheme for participant selection  ... 
doi:10.1007/s11036-020-01654-9 fatcat:gaq73p56h5h4pdrzoexybzcfey

Exploiting mobile crowdsourcing for pervasive cloud services: challenges and solutions

Ju Ren, Yaoxue Zhang, Kuan Zhang, Xuemin Shen
2015 IEEE Communications Magazine  
Anonymity, as an effective solution for privacy preservation, has also been adopted to preserve mobile users' privacy in mobile crowdsensing [12] .  ...  Therefore, privacy preservation is of paramount importance in mobile crowdsourcing.  ... 
doi:10.1109/mcom.2015.7060488 fatcat:t5t5vlmmeje3diusc3c4k7wvje

Self-regulatory information sharing in participatory social sensing

Evangelos Pournaras, Jovan Nikolic, Pablo Velásquez, Marcello Trovati, Nik Bessis, Dirk Helbing
2016 EPJ Data Science  
Participation in social sensing applications is challenged by privacy threats.  ...  The system is empirically evaluated with two real-world datasets from two application domains: (i) Smart Grids and (ii) mobile phone sensing.  ...  low privacy-preservation, whereas, option z corresponds to low rewards but high privacy-preservation.  ... 
doi:10.1140/epjds/s13688-016-0074-4 fatcat:b4j3kbibqbctxfv3jff46fvl6q

Survey on Secured Multi Sink Data Aggregation Scheme in Mobile Sensing

2015 International Journal of Science and Research (IJSR)  
This paper provides a solution for preserving the individual participants privacy by using aggregate function like Sum, Min.  ...  This system deals with dynamic leaves and joins in mobile sensing using the timestamp of the participants.  ...  users, since such communication is nontrivial in mobile sensing scenarios due to the high mobility of users and users may not be aware of each other for privacy reasons. .  ... 
doi:10.21275/v4i12.nov152431 fatcat:ybf533pmorbltdc7t62cewtqbi

Improved the Location Privacy Preserving Method in Location based Services using Modified Bloom Filter

Sandeep Yadav, Nirmal Gaud
2016 International Journal of Computer Applications  
The proposed algorithm validated the real location of privacy preservation. The proposed algorithm preserves location privacy at low computational and communication cost.  ...  The privacy of real position of server and user is major issue in GPS enabled smart devices. In this paper proposed location privacy preservation algorithm using improved bloom filter.  ...  Some important open issues with respect to mobile social sensing and learning, privacy, node selfishness and scalability are discussed.  ... 
doi:10.5120/ijca2016912207 fatcat:n7zljm7bijbtdkrkkckeg7ces4

Survey on Privacy-Preserving by a Trajectory for Participatory Sensing in Wireless Sensor Networks

Mrs. Shreetha, Mr. S. Girish
2015 International Journal of Engineering Research and  
By focusing on trajectory privacy, trajectory privacy preserving framework TrPF is proposed.  ...  Emerging of embedded sensors like cameras, microphone, accelerometers etc, made the emergence of participatory sensing applications.  ...  Methods are community sensing, security and privacy model, mechanisms for privacy preserving personal and designated sensing.  ... 
doi:10.17577/ijertv4is030271 fatcat:a3z4d4gd2ffslarqwpjs2wnfe4

Privacy and Security in Mobile Cloud Computing: Review

Sapna Malik, M. M Chaturvedi
2013 International Journal of Computer Applications  
According to IDC, the premier global market intelligence firm, the worldwide Smartphone market grew 42.5% year over year in the first quarter of 2012.With the growing demand of Smartphone the demand for  ...  Mobile cloud computing is computing of Mobile application through cloud. As we know market of mobile phones is growing rapidly.  ...  [23] presents public provable data possession scheme for mobile cloud computing.  ... 
doi:10.5120/13906-1833 fatcat:brsqocxkgzb6rm5z4ynj54mmcm

A Review on Privacy Preservation of Location-Based Services in Internet of Things

Raniyah Wazirali
2022 Intelligent Automation and Soft Computing  
Location data is one of the most important information required for IoT systems. With the widespread of Location Based Services (LBS) applications, the privacy and security threats are also emerging.  ...  Internet of Things (IoT) has become popular with the rapid development of sensing devices, and it offers a large number of services.  ...  In [54] research, they presented the collaborative trajectory privacy-preserving (CTPP) scheme for nonstop queries.  ... 
doi:10.32604/iasc.2022.019243 fatcat:z6p2s2kru5frzeq3wrpnwxvtbu

Blockchain and Federated Edge Learning for Privacy-Preserving Mobile Crowdsensing [article]

Qin Hu, Zhilin Wang, Minghui Xu, Xiuzhen Cheng
2021 arXiv   pre-print
Specifically, a mechanism design based data submission rule is proposed to guarantee the data privacy of mobile devices being truthfully preserved at edge servers; consortium blockchain based FL is elaborated  ...  Mobile crowdsensing (MCS) counting on the mobility of massive workers helps the requestor accomplish various sensing tasks with more flexibility and lower cost.  ...  requestors, but also preserve the privacy of workers at the local edge server level. • To guarantee that the submitted data of mobile devices are preserved at edge servers without leaking to others, we  ... 
arXiv:2110.08671v1 fatcat:fpnp3vfhhbb4fowpjgdciamzou
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