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User privacy and data trustworthiness in mobile crowd sensing

Daojing He, Sammy Chan, Mohsen Guizani
<span title="">2015</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kg4jy3hqtrbk7opmhgzlagufnu" style="color: black;">IEEE wireless communications</a> </i> &nbsp;
USER PRIVACY AND DATA TRUSTWORTHINESS IN MOBILE CROWD SENSING ness. Furthermore, this issue inherently conflicts with the privacy issue.  ...  Mobile crowd sensing is an emerging technology based on the sensing and networking capabilities of such mobile wearable devices.  ...  If participants are malicious, they would provide falsified data and it is difficult to identify them especially when different task actions are not linked due to privacy protection.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mwc.2015.7054716">doi:10.1109/mwc.2015.7054716</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lpfgc3pwc5fd5hsy4gxw5hjvl4">fatcat:lpfgc3pwc5fd5hsy4gxw5hjvl4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170611031701/http://faculty.ecnu.edu.cn:80/picture/article/2990/7e/2e/0713fd44474e863e016daf2cc4ba/663b1434-eb1a-42da-a1d4-c27105050f90.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f0/f6/f0f62a68af3b1ce38456319a11923698d9122c00.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mwc.2015.7054716"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Towards a Smart Privacy-Preserving Incentive Mechanism for Vehicular Crowd Sensing

Lingling Wang, Zhongda Cao, Peng Zhou, Xueqin Zhao, Anjia Yang
<span title="2021-05-17">2021</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sdme5pnua5auzcsjgqmqefb66m" style="color: black;">Security and Communication Networks</a> </i> &nbsp;
To address these issues, we propose a smart privacy-preserving incentive mechanism (SPPIM) for vehicular crowd sensing.  ...  Anonymous authentication based on zero-knowledge proof is utilized to ensure the privacy preservation of vehicles.  ...  Our goal is to design a privacy-preserving incentive mechanism with enhanced fairness for vehicular crowd sensing.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/5580089">doi:10.1155/2021/5580089</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uqosfml5evbkbikbmlkf7yqmxu">fatcat:uqosfml5evbkbikbmlkf7yqmxu</a> </span>
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Privacy protection in mobile crowd sensing: a survey

Yongfeng Wang, Zheng Yan, Wei Feng, Shushu Liu
<span title="2019-11-20">2019</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tdniohqnfvcqrpinoqffpwlpgq" style="color: black;">World wide web (Bussum)</a> </i> &nbsp;
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.  ...  Besides, we review the achievements on privacy-preserving incentives in MCS from four viewpoints of incentive measures: credit incentive, auction incentive, currency incentive, and reputation incentive  ...  others, which stimulates the emergence of Mobile Crowd Sensing (MCS) [22] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11280-019-00745-2">doi:10.1007/s11280-019-00745-2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eu5uhqeae5fttgforze6w2ctzi">fatcat:eu5uhqeae5fttgforze6w2ctzi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200505140851/https://research.aalto.fi/files/39210883/ELEC_Wang_PrivacyProtectionInMobileCrowd.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b9/84/b9842db73b9a9423f26ab10e4e936892b952fae2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11280-019-00745-2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Participatory Sensing: The Tension Between Social Translucence and Privacy [chapter]

Ioannis Krontiris, Nicolas Maisonneuve
<span title="">2011</span> <i title="Springer Milan"> Trustworthy Internet </i> &nbsp;
Unavoidably, this raises a lot of privacy concerns, as people are becoming sensors and give out a lot of personal information, like their location.  ...  If we choose to protect their privacy by anonymizing the data and completely hiding any identifying information, then the visibility of their contributions to others is lost.  ...  The assumptions in Fig. 2 A generic system model for a participatory sensing system, where users preserve their location privacy by submitting de-identified data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-88-470-1818-1_12">doi:10.1007/978-88-470-1818-1_12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ofnhqnp67rhyjh3yvn7hwe3hly">fatcat:ofnhqnp67rhyjh3yvn7hwe3hly</a> </span>
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Incentive Mechanisms for Mobile Crowd Sensing: Current States and Challenges of Work [article]

Jiajun Sun
<span title="2014-09-30">2014</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
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.  ...  Fig. 1 . 1 Comparison among different mobile crowd sensing paradigms.(a)The VCG based mobile crowd sensing process; (b)The mobile crowd sensing process proposed in our paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1310.8364v2">arXiv:1310.8364v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/idpwttacungprh2eqnhc3i2nry">fatcat:idpwttacungprh2eqnhc3i2nry</a> </span>
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Multiple Description Coding Privacy and Quality Preserving Systems

<span title="2016-06-05">2016</span> <i title="International Journal of Science and Research"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/odv46yibm5gf7evzoopmrrqr3q" style="color: black;">International Journal of Science and Research (IJSR)</a> </i> &nbsp;
In this paper, in this proposing description, which is the first k-anonymous privacy preserving scheme for participatory sensing with multimedia data?  ...  With the popularity of mobile wireless devices equipped with various kinds of sensing abilities, a new service paradigm named participatory sensing has emerged to provide users with brand new life experience  ...  In this paper, here present description, which is a coding, based k-anonymous privacy preserving scheme, working on application layer, for participatory sensing with multimedia data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21275/v5i6.nov164070">doi:10.21275/v5i6.nov164070</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x2orxb55ojhj5eycbamg4iwamu">fatcat:x2orxb55ojhj5eycbamg4iwamu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220225115500/https://www.ijsr.net/archive/v5i6/NOV164070.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/18/7b/187be18b287e12ff15c5c6fafd603454717694c1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21275/v5i6.nov164070"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Reputation and Reward: Two Sides of the Same Bitcoin

Sergi Delgado-Segura, Cristian Tanas, Jordi Herrera-Joancomartí
<span title="2016-05-27">2016</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
In Mobile Crowd Sensing (MCS), the power of the crowd, jointly with the sensing capabilities of the smartphones they wear, provides a new paradigm for data sensing.  ...  All such features are performed in a privacy-preserving way by using the Bitcoin cryptocurrency.  ...  Such techniques have already been successfully proposed in mobile crowd sensing scenarios to reduce the risk of identification when crowd sensors provide their location [23] . Anonymity vs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s16060776">doi:10.3390/s16060776</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/27240373">pmid:27240373</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4934202/">pmcid:PMC4934202</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f77wddj2e5acjhmu4gpdz6ctxi">fatcat:f77wddj2e5acjhmu4gpdz6ctxi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180727203010/https://res.mdpi.com/def50200407e024fd677461a66b47debb99da8f695af0a8462800002734f89bdab2cc37a4e2c6ff511b9a2fbbee7834698f349a37af75d09ff02c93e16f0130e51300e57ca093f84a47e48b8f877975a1009f9da7d96f1ec9c67f08472ec5e9bdca2836ebb493b8fa4548b77b7086e50caa9daafc9eb12330de65c64f651e99d9025009d058462af0eae79254f1cb1cb?filename=&amp;attachment=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8c/dd/8cddec4457a5bd152232667638b2ab64c8a62154.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s16060776"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4934202" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

An Incentive and Reputation Mechanism Based on Blockchain for Crowd Sensing Network

Zainib Noshad, Asad Ullah Khan, Shahid Abbas, Zain Abubaker, Nadeem Javaid, Muhammad Shafiq, Jin-Ghoo Choi, Qiang Wu
<span title="2021-07-08">2021</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zlknqk4ahbcsthbafxw55emm7a" style="color: black;">Journal of Sensors</a> </i> &nbsp;
Nowadays, sensors inserted in mobile applications are used for gathering data for an explicit assignment that can effectively save cost and time in crowd sensing networks (CSNs).  ...  In comparison with the centralized conventional mechanisms that are susceptible to privacy invasion, attacks, and manipulation, this article proposes a decentralized incentive and reputation mechanism  ...  of privacy Ineffective in terms of cost Location preserving mechanism of mobile users by combining k-anonymity and differential privacy [25] Protects location of mobile users Ineffective in terms of  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/1798256">doi:10.1155/2021/1798256</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dn2wpvu7y5f6vjy7qopz7y5eoa">fatcat:dn2wpvu7y5f6vjy7qopz7y5eoa</a> </span>
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Simulation Of Trust-Based Mechanism For Enhancing User Confidence In Mobile Crowdsensing Systems

Dorothy Mwongeli Kalui, Dezheng Zhang, Geoffrey Muchiri Muketha, Jared Onsomu
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
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.  ...  With the rapid development of mobile technology and subsequent mass adoption of mobile devices, mobile crowdsensing (MCS) has gained a lot of research attention.  ...  Thus, location privacy preservation should be jointly taken into account in MCS task allocation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2968797">doi:10.1109/access.2020.2968797</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kegfiusr2bcudifqh2vze4bbd4">fatcat:kegfiusr2bcudifqh2vze4bbd4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201108142834/https://ieeexplore.ieee.org/ielx7/6287639/8948470/08966376.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/45/e5/45e5d5bff9524c4d436d9ce1bc477ee07571494c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2968797"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Enabling Strong Privacy Preservation and Accurate Task Allocation for Mobile Crowdsensing [article]

Jianbing Ni, Kuan Zhang, Qi Xia, Xiaodong Lin, Xuemin Shen
<span title="2018-06-11">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
By utilizing proxy re-encryption and BBS+ signature, sensing tasks are protected and reports are anonymized to prevent privacy leakage.  ...  In SPOON, the service provider enables to recruit mobile users based on their locations, and select proper sensing reports according to their trust levels without invading user privacy.  ...  tasks. • Location Privacy Preservation: The locations of mobile users and the sensing areas of sensing tasks would not be exposed to others.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1806.04057v1">arXiv:1806.04057v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/s5bsackfzray5lffyhcqchyfw4">fatcat:s5bsackfzray5lffyhcqchyfw4</a> </span>
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A Survey on Security, Privacy, and Trust in Mobile Crowdsourcing

Wei Feng, Zheng Yan, Hengrun Zhang, Kai Zeng, Yu Xiao, Y. Thomas Hou
<span title="">2018</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rkvmqtb3orhy5h6d5ccjzgxej4" style="color: black;">IEEE Internet of Things Journal</a> </i> &nbsp;
We analyze the characteristics of MCS, identify its security threats, and outline essential requirements on a secure, privacy-preserving, and trustworthy MCS system.  ...  With the popularity of sensor-rich mobile devices (e.g., smart phones and wearable devices), mobile crowdsourcing (MCS) has emerged as an effective method for data collection and processing.  ...  , data processing, truth discovery, AC, and MCS/mobile crowd sensing/participatory sensing.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jiot.2017.2765699">doi:10.1109/jiot.2017.2765699</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eapkruonuzh6hhzppoumnonlhq">fatcat:eapkruonuzh6hhzppoumnonlhq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428203146/https://research.aalto.fi/files/31032480/ELEC_Feng_et_al_A_survey_on_security_privacy_and_trust_IEEEIoTJ.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fb/20/fb202c34a88d1975f1979c1b144c2d055390612d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jiot.2017.2765699"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Classification of participatory sensing privacy schemes

Mohannad A. Alswailim, Mohammad Zulkernine, Hossam S. Hassanein
<span title="">2014</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2zaau7xitzdupllip6mf432p5m" style="color: black;">39th Annual IEEE Conference on Local Computer Networks Workshops</a> </i> &nbsp;
Moreover, we propose novel attributes that lay the foundation for privacy preserving sensing schemes in participatory sensing systems.  ...  However, one of the main challenges that threatens the success of participatory sensing systems is "privacy."  ...  Those approaches such as mobile sensing [7] , opportunistic sensing [8] , public sensing [3] and crowd sensing [8] are being used interchangeably in the research field of participatory sensing.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/lcnw.2014.6927732">doi:10.1109/lcnw.2014.6927732</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/lcn/AlswailimZH14.html">dblp:conf/lcn/AlswailimZH14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mqhljizeyneclbv3fcsxulmyeu">fatcat:mqhljizeyneclbv3fcsxulmyeu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830072939/http://www.queenstrl.ca/uploads/4/6/3/1/4631596/2014_classification_of_participatory_sensing_privacy_schemes.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/07/aa/07aa8d84db218930908986c1039f90ae33ecabf2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/lcnw.2014.6927732"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Privacy-preserving Crowd-sensing for Dynamic Spectrum Access with Malicious Workers

Erald Troja, Nikhil Yadav, Ice Lin, Nhie U. Diep
<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
general (insecure) CS scheme with respect to location privacy and fraudulent sensing reports.  ...  with respect to location privacy and fraudulent sensing report protection. 1) Querying user location privacy threat mitigation The first part of our proposed method attempts to secure the location privacy  ... 
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<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210427065712/https://ieeexplore.ieee.org/ielx7/6287639/6514899/09347442.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e9/0e/e90ede711fc624acff0f0415ae7d4013d6d8c040.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2021.3057322"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

A Blockchain-based privacy preserving mechanism for mobile crowdsensing

Khan Hilmand, Khan Hajra, Shauqat Ayesha, Tahir Sibgha, Hanif Sarmad, Hamza Hafiz
<span title="2022-02-11">2022</span> <i title="Peertechz Publications Private Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kcma7v7jjfh4jnwexmccgl6ewa" style="color: black;">Trends in Computer Science and Information Technology</a> </i> &nbsp;
The location of crowd sensors is also a threat that could lead to adversarial attacks. Consequently, some blockchain-based models must be proposed to attain privacy on the blockchain ledger.  ...  Therefore, crowdsensing demands a little privacy preservation strategy in which the identity of a user is unable to be revealed to an adversary or we can say that crowd sensors while reporting the real-time  ...  privacy preserving mechanism for mobile crowdsensing.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17352/tcsit.000044">doi:10.17352/tcsit.000044</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gtblvsycrvavxmky5rnlllulsm">fatcat:gtblvsycrvavxmky5rnlllulsm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220311022813/https://www.peertechzpublications.com/articles/TCSIT-7-144.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e3/bd/e3bd3e48a9af7eced19fe9dff26e7781e1ccadbf.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17352/tcsit.000044"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Privacy-Aware Crowdsourced Spectrum Sensing and Multi-user Sharing Mechanism in Dynamic Spectrum Access Networks

Xiaohui Li, Qi Zhu, Xianbin Wang
<span title="">2019</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
Moreover, with the increasing attention to individual privacy, a social network and location-based k-anonymity grouping algorithm are proposed to prevent each helper's privacy being attacked by the malicious  ...  INDEX TERMS Privacy aware, mobile crowd sensing, incentive mechanism, dynamic spectrum access, game theory.  ...  [18] utilize the k-anonymity to reduce the risk of location-privacy disclosure for crowd sensing users.  ... 
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<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429140544/https://ieeexplore.ieee.org/ielx7/6287639/8600701/08649608.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e6/58/e65877b3001a500a4b8c9544512b2889609092e8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2019.2901200"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>
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