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Swarm, the submitted position for a share or search leads to the exposure of users\u2019 activities. Additionally, the cross-platform account linkage could aggravate this exposure, as the fusion of users\u2019 information can enhance inference attacks on users\u2019 next submitted location. Hence, in this paper, we propose GLPP, a personalized and continuous location privacy-preserving framework in account linked platforms with different LBSs (i.e., search-based LBSs and share-based LBSs). The key point of GLPP is to obfuscate every location submitted in search-based LBSs so as to defend dynamic inference attacks. Specifically, first, possible inference attacks are listed through user behavioral analysis. Second, for each specific attack, an obfuscation model is proposed to minimize location privacy leakage under a given location distortion, which ensures submitted locations\u2019 utility for search-based LBSs. Third, for dynamic attacks, a framework based on zero-sum game is adopted to joint specific obfuscation above and minimize the location privacy leakage to a balanced point. Experiments on real dataset prove the effectiveness of our proposed attacks in<jats:italic> Accuracy<\/jats:italic>,<jats:italic> Certainty<\/jats:italic>, and<jats:italic> Correctness<\/jats:italic> and, meanwhile, also show the performance of our preserving solution in defense of attacks and guarantee of location utility.<\/jats:p>","DOI":"10.1155\/2018\/9148768","type":"journal-article","created":{"date-parts":[[2018,5,20]],"date-time":"2018-05-20T19:32:39Z","timestamp":1526844759000},"page":"1-14","source":"Crossref","is-referenced-by-count":3,"title":["GLPP: A Game-Based Location Privacy-Preserving Framework in Account Linked Mixed Location-Based Services"],"prefix":"10.1155","volume":"2018","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5464-8038","authenticated-orcid":true,"given":"Zhuo","family":"Ma","sequence":"first","affiliation":[{"name":"Key Laboratory of Computer Network Technology of Jiangsu Province, School of Cyber Science and Engineering, Southeast University, Nanjing, China"},{"name":"School of Computer Science and Engineering, Southeast University, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2448-6717","authenticated-orcid":true,"given":"Jiuxin","family":"Cao","sequence":"additional","affiliation":[{"name":"Key Laboratory of Computer Network Technology of Jiangsu Province, School of Cyber Science and Engineering, Southeast University, Nanjing, China"},{"name":"School of Computer Science and Engineering, Southeast University, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiusheng","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Southeast University, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shuai","family":"Xu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Southeast University, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bo","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Southeast University, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuntao","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Southeast University, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2011.29"},{"key":"3","first-page":"179","year":"2015","journal-title":"Security Communication Networks"},{"issue":"4","key":"5","first-page":"407","volume":"14","year":"2011","journal-title":"World Wide Web-internet & Web Information Systems"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcss.2014.04.017"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/7495974"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-015-2699-1"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.3724\/SP.J.1016.2011.01820"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-012-0633-z"},{"key":"26","first-page":"73","volume":"17","year":"1948","journal-title":"Programming in a linear structure. 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