SIM-RPM: Secure Incentive Mechanism for Crowdsourcing-Based Road Pavement Monitoring System
Crowdsourcing-based road pavement monitoring is a new computing paradigm, where some drivers detect road surface information and publish it to the data center, while other drivers download it for use. However, current road pavement monitoring schemes lack an incentive mechanism, which discourages dr...
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Veröffentlicht in: | Wireless personal communications 2018-11, Vol.103 (2), p.1375-1390 |
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description | Crowdsourcing-based road pavement monitoring is a new computing paradigm, where some drivers detect road surface information and publish it to the data center, while other drivers download it for use. However, current road pavement monitoring schemes lack an incentive mechanism, which discourages drivers from publishing road surface information. More importantly, current security protocols for crowdsourcing-based systems are built on real identities of drivers, resulting in the user privacy problem. At the same time, current security protocols for crowdsourcing-based systems use time-consuming bilinear map for designing cryptographic algorithms, resulting in the efficiency problem. To solve the above problems, we present a secure incentive mechanism for road pavement monitoring systems called SIM-RPM. Different from protocols of this field, SIM-RPM is built on pseudonyms, which can provide user privacy protection for drivers. Moreover, by designing an access control protocol, SIM-RPM enables drivers to sell road surface information, which encourages drivers to attend the road pavement monitoring system. Finally, to reduce the time cost, we introduce the Bloom filter technique to SIM-RPM, and design novel light-weight cryptographic algorithms. By doing so, SIM-RPM provides a secure and efficient incentive mechanism for crowdsourcing-based road pavement monitoring systems. Experimential results show SIM-RPM is feasible for real world applications. |
doi_str_mv | 10.1007/s11277-018-5798-y |
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However, current road pavement monitoring schemes lack an incentive mechanism, which discourages drivers from publishing road surface information. More importantly, current security protocols for crowdsourcing-based systems are built on real identities of drivers, resulting in the user privacy problem. At the same time, current security protocols for crowdsourcing-based systems use time-consuming bilinear map for designing cryptographic algorithms, resulting in the efficiency problem. To solve the above problems, we present a secure incentive mechanism for road pavement monitoring systems called SIM-RPM. Different from protocols of this field, SIM-RPM is built on pseudonyms, which can provide user privacy protection for drivers. Moreover, by designing an access control protocol, SIM-RPM enables drivers to sell road surface information, which encourages drivers to attend the road pavement monitoring system. Finally, to reduce the time cost, we introduce the Bloom filter technique to SIM-RPM, and design novel light-weight cryptographic algorithms. By doing so, SIM-RPM provides a secure and efficient incentive mechanism for crowdsourcing-based road pavement monitoring systems. 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However, current road pavement monitoring schemes lack an incentive mechanism, which discourages drivers from publishing road surface information. More importantly, current security protocols for crowdsourcing-based systems are built on real identities of drivers, resulting in the user privacy problem. At the same time, current security protocols for crowdsourcing-based systems use time-consuming bilinear map for designing cryptographic algorithms, resulting in the efficiency problem. To solve the above problems, we present a secure incentive mechanism for road pavement monitoring systems called SIM-RPM. Different from protocols of this field, SIM-RPM is built on pseudonyms, which can provide user privacy protection for drivers. Moreover, by designing an access control protocol, SIM-RPM enables drivers to sell road surface information, which encourages drivers to attend the road pavement monitoring system. Finally, to reduce the time cost, we introduce the Bloom filter technique to SIM-RPM, and design novel light-weight cryptographic algorithms. By doing so, SIM-RPM provides a secure and efficient incentive mechanism for crowdsourcing-based road pavement monitoring systems. Experimential results show SIM-RPM is feasible for real world applications.</description><subject>Access control</subject><subject>Algorithms</subject><subject>Communications Engineering</subject><subject>Computer Communication Networks</subject><subject>Crowd monitoring</subject><subject>Crowdsourcing</subject><subject>Cryptography</subject><subject>Cybersecurity</subject><subject>Downloading</subject><subject>Drivers</subject><subject>Engineering</subject><subject>Monitoring systems</subject><subject>Networks</subject><subject>Pavements</subject><subject>Privacy</subject><subject>Signal,Image and Speech Processing</subject><subject>Weight reduction</subject><issn>0929-6212</issn><issn>1572-834X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp1kM1LAzEQxYMoWKt_gLeA52gm2a940-JHoYulVRA8hGx2VrfY3ZpsK_vfm7KCJ09zmPd7M-8Rcg78EjhPrzyASFPGIWNxqjLWH5ARxKlgmYxeD8mIK6FYIkAckxPvV5wHSokReVtOc7aY59d0iXbrkE4bi01X75DmaD9MU_s1rVpHJ679Ln27dbZu3tmt8VjSRWtKOjc7XAeE5m1Td60La7rsfYfrU3JUmU-PZ79zTF7u754nj2z29DCd3MyYlZB0rJJFjIlIRWQKENZkChKMsqzg3CgbJ1hFRRKVKlIlKq5CqAIgKrIEUIKtCjkmF4PvxrVfW_SdXoU_m3BSC5BCCs4lDyoYVNa13jus9MbVa-N6DVzvO9RDhzp0qPcd6j4wYmD8Zp8L3Z_z_9APJ_Z0Zw</recordid><startdate>20181101</startdate><enddate>20181101</enddate><creator>Wan, Changsheng</creator><creator>Zhang, Juan</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-0303-2521</orcidid></search><sort><creationdate>20181101</creationdate><title>SIM-RPM: Secure Incentive Mechanism for Crowdsourcing-Based Road Pavement Monitoring System</title><author>Wan, Changsheng ; Zhang, Juan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c316t-f3b5e62724ab12ca8916e488b00a9c56ef4b64d949de909572b114b861e31cfb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Access control</topic><topic>Algorithms</topic><topic>Communications Engineering</topic><topic>Computer Communication Networks</topic><topic>Crowd monitoring</topic><topic>Crowdsourcing</topic><topic>Cryptography</topic><topic>Cybersecurity</topic><topic>Downloading</topic><topic>Drivers</topic><topic>Engineering</topic><topic>Monitoring systems</topic><topic>Networks</topic><topic>Pavements</topic><topic>Privacy</topic><topic>Signal,Image and Speech Processing</topic><topic>Weight reduction</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wan, Changsheng</creatorcontrib><creatorcontrib>Zhang, Juan</creatorcontrib><collection>CrossRef</collection><jtitle>Wireless personal communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wan, Changsheng</au><au>Zhang, Juan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>SIM-RPM: Secure Incentive Mechanism for Crowdsourcing-Based Road Pavement Monitoring System</atitle><jtitle>Wireless personal communications</jtitle><stitle>Wireless Pers Commun</stitle><date>2018-11-01</date><risdate>2018</risdate><volume>103</volume><issue>2</issue><spage>1375</spage><epage>1390</epage><pages>1375-1390</pages><issn>0929-6212</issn><eissn>1572-834X</eissn><abstract>Crowdsourcing-based road pavement monitoring is a new computing paradigm, where some drivers detect road surface information and publish it to the data center, while other drivers download it for use. However, current road pavement monitoring schemes lack an incentive mechanism, which discourages drivers from publishing road surface information. More importantly, current security protocols for crowdsourcing-based systems are built on real identities of drivers, resulting in the user privacy problem. At the same time, current security protocols for crowdsourcing-based systems use time-consuming bilinear map for designing cryptographic algorithms, resulting in the efficiency problem. To solve the above problems, we present a secure incentive mechanism for road pavement monitoring systems called SIM-RPM. Different from protocols of this field, SIM-RPM is built on pseudonyms, which can provide user privacy protection for drivers. Moreover, by designing an access control protocol, SIM-RPM enables drivers to sell road surface information, which encourages drivers to attend the road pavement monitoring system. Finally, to reduce the time cost, we introduce the Bloom filter technique to SIM-RPM, and design novel light-weight cryptographic algorithms. By doing so, SIM-RPM provides a secure and efficient incentive mechanism for crowdsourcing-based road pavement monitoring systems. Experimential results show SIM-RPM is feasible for real world applications.</abstract><cop>New York</cop><pub>Springer US</pub><doi>10.1007/s11277-018-5798-y</doi><tpages>16</tpages><orcidid>https://orcid.org/0000-0002-0303-2521</orcidid></addata></record> |
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subjects | Access control Algorithms Communications Engineering Computer Communication Networks Crowd monitoring Crowdsourcing Cryptography Cybersecurity Downloading Drivers Engineering Monitoring systems Networks Pavements Privacy Signal,Image and Speech Processing Weight reduction |
title | SIM-RPM: Secure Incentive Mechanism for Crowdsourcing-Based Road Pavement Monitoring System |
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