{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T19:52:25Z","timestamp":1770321145056,"version":"3.49.0"},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2026,2,2]],"date-time":"2026-02-02T00:00:00Z","timestamp":1769990400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T00:00:00Z","timestamp":1770249600000},"content-version":"vor","delay-in-days":3,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soc. Netw. Anal. Min."],"DOI":"10.1007\/s13278-025-01573-1","type":"journal-article","created":{"date-parts":[[2026,2,2]],"date-time":"2026-02-02T08:45:21Z","timestamp":1770021921000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Adaptive cloaking for contextual privacy in spatial crowdsourcing applications"],"prefix":"10.1007","volume":"16","author":[{"given":"Farid","family":"Yessoufou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Salma","family":"Sassi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Richard","family":"Chbeir","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jules","family":"Degila","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,2,2]]},"reference":[{"key":"1573_CR1","doi-asserted-by":"publisher","first-page":"114608","DOI":"10.1109\/ACCESS.2020.3004470","volume":"8","author":"RS Alharthi","year":"2020","unstructured":"Alharthi RS, Aloufi E, Alrashdi I, Alqazzaz A, Zohdy MA, Rrushi JL (2020) Protecting location privacy for crowd workers in spatial crowdsourcing using a novel dummy-based mechanism. IEEE Access 8:114608\u2013114622. https:\/\/doi.org\/10.1109\/ACCESS.2020.3004470","journal-title":"IEEE Access"},{"key":"1573_CR2","unstructured":"Bilton N (2014) Uber allegedly tracked users with god view tool. The New York Times. Accessed 31 Mar 2025"},{"key":"1573_CR3","doi-asserted-by":"publisher","unstructured":"Chen S, Shen H (2016) Semantic-aware dummy selection for location privacy preservation. In: 2016 IEEE Trustcom\/BigDataSE\/ISPA, pp 752\u2013759. https:\/\/doi.org\/10.1109\/TrustCom.2016.0135","DOI":"10.1109\/TrustCom.2016.0135"},{"issue":"6","key":"1573_CR4","doi-asserted-by":"publisher","first-page":"53","DOI":"10.3390\/fi10060053","volume":"10","author":"J Dai","year":"2018","unstructured":"Dai J, Qiao K (2018) A privacy preserving framework for worker\u2019s location in spatial crowdsourcing based on local differential privacy. Future Internet 10(6):53. https:\/\/doi.org\/10.3390\/fi10060053","journal-title":"Future Internet"},{"key":"1573_CR5","doi-asserted-by":"publisher","first-page":"654","DOI":"10.1016\/j.ins.2022.11.075","volume":"619","author":"Y Fan","year":"2023","unstructured":"Fan Y, Liu L, Zhang X, Shi H, Zhai W (2023) Mapp: an efficient multi-location task allocation framework with personalized location privacy-protecting in spatial crowdsourcing. Inf Sci 619:654\u2013678. https:\/\/doi.org\/10.1016\/j.ins.2022.11.075","journal-title":"Inf Sci"},{"key":"1573_CR6","doi-asserted-by":"publisher","first-page":"112","DOI":"10.1016\/j.future.2024.03.036","volume":"157","author":"L Feng","year":"2024","unstructured":"Feng L, Liu Y, Hu K, Zeng X, Fang F, Xie J, Yao S (2024) Lpp-bpsi: a location privacy-preserving scheme using blockchain and private set intersection in spatial crowdsourcing. Future Gener Comput Syst 157:112\u2013123. https:\/\/doi.org\/10.1016\/j.future.2024.03.036","journal-title":"Future Gener Comput Syst"},{"key":"1573_CR7","unstructured":"Hern A (2018) Strava heatmap reveals military bases, sensitive sites. The Guardian. Accessed 31 Mar 2025"},{"key":"1573_CR8","unstructured":"Isaac M, Shane S (2017) Uber paid hackers to delete stolen data on 57 million people. The New York Times. Accessed 31 Mar 2025"},{"issue":"4","key":"1573_CR9","doi-asserted-by":"publisher","first-page":"880","DOI":"10.1109\/JSAC.2023.3345416","volume":"42","author":"Y Liu","year":"2024","unstructured":"Liu Y, Zhang Y, Su S, Zhang L, Du X, Guizani M, Tian Z (2024) Blocksc: a blockchain empowered spatial crowdsourcing service in metaverse while preserving user location privacy. IEEE J Sel Areas Commun 42(4):880\u2013892","journal-title":"IEEE J Sel Areas Commun"},{"key":"1573_CR10","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3126577","author":"J Neera","year":"2021","unstructured":"Neera J, Chen X, Aslam N, Wang K, Shu Z (2021) Private and utility enhanced recommendations with local differential privacy and gaussian mixture model. IEEE Trans Knowl Data Eng. https:\/\/doi.org\/10.1109\/TKDE.2021.3126577","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"7","key":"1573_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TII.2025.3555993","volume":"21","author":"Z Pengfei","year":"2025","unstructured":"Pengfei Z, Sun H, Zhang Z, Cheng X, Zhu Y, Zhang J (2025) Privacy-preserving recommendations with mixture model-based matrix factorization under local differential privacy. IEEE Trans Ind Inform 21(7):1\u20139. https:\/\/doi.org\/10.1109\/TII.2025.3555993","journal-title":"IEEE Trans Ind Inform"},{"issue":"7","key":"1573_CR12","doi-asserted-by":"publisher","first-page":"2436","DOI":"10.1109\/TMC.2020.3037911","volume":"21","author":"C Qiu","year":"2022","unstructured":"Qiu C, Squicciarini A, Pang C, Wang N, Wu B (2022) Location privacy protection in vehicle-based spatial crowdsourcing via geo-indistinguishability. IEEE Trans Mob Comput 21(7):2436\u20132450. https:\/\/doi.org\/10.1109\/TMC.2020.3037911","journal-title":"IEEE Trans Mob Comput"},{"key":"1573_CR13","doi-asserted-by":"publisher","unstructured":"Qiu C, Yadav S, Ji Y, Squicciarini A, Dantu R, Zhao J, Xu C (2024) Fine-grained geo-obfuscation to protect workers\u2019 location privacy in time-sensitive spatial crowdsourcing. In: Advances in Database Technology - EDBT. Advances in Database Technology - EDBT, pp. 373\u2013385. OpenProceedings.org. https:\/\/doi.org\/10.48786\/edbt.2024.33","DOI":"10.48786\/edbt.2024.33"},{"key":"1573_CR14","doi-asserted-by":"publisher","DOI":"10.1016\/j.jisa.2021.103095","volume":"65","author":"F Song","year":"2022","unstructured":"Song F, Ma T (2022) A location privacy protection method in spatial crowdsourcing. J Inf Secur Appl 65:103095. https:\/\/doi.org\/10.1016\/j.jisa.2021.103095","journal-title":"J Inf Secur Appl"},{"issue":"10","key":"1573_CR15","doi-asserted-by":"publisher","first-page":"17740","DOI":"10.1109\/JIOT.2024.3358799","volume":"11","author":"X Sun","year":"2024","unstructured":"Sun X, Wang Y, Duan P, Zia Q, Wang W, Cai Z (2024) Bilateral privacy protection scheme based on adaptive location generalization and grouping aggregation in mobile crowdsourcing. IEEE Internet Things J 11(10):17740\u201317756. https:\/\/doi.org\/10.1109\/JIOT.2024.3358799","journal-title":"IEEE Internet Things J"},{"issue":"10","key":"1573_CR16","doi-asserted-by":"publisher","first-page":"6940","DOI":"10.1109\/TWC.2017.2734758","volume":"16","author":"X Wang","year":"2017","unstructured":"Wang X, Liu Z, Tian X, Gan X, Guan Y, Wang X (2017) Incentivizing crowdsensing with location-privacy preserving. IEEE Trans Wireless Commun 16(10):6940\u20136952. https:\/\/doi.org\/10.1109\/TWC.2017.2734758. (Cited by: 79)","journal-title":"IEEE Trans Wireless Commun"},{"key":"1573_CR17","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1016\/j.comnet.2018.02.008","volume":"135","author":"Y Wang","year":"2018","unstructured":"Wang Y, Cai Z, Tong X, Gao Y, Yin G (2018) Truthful incentive mechanism with location privacy-preserving for mobile crowdsourcing systems. Comput Netw 135:32\u201343. https:\/\/doi.org\/10.1016\/j.comnet.2018.02.008","journal-title":"Comput Netw"},{"issue":"5","key":"1573_CR18","doi-asserted-by":"publisher","first-page":"4035","DOI":"10.1002\/ett.4035","volume":"32","author":"Y Xia","year":"2021","unstructured":"Xia Y, Zhao B, Tang S, Wu H-T (2021) Repot: real-time and privacy-preserving online task assignment for mobile crowdsensing. Trans Emerg Telecommun Technol 32(5):4035. https:\/\/doi.org\/10.1002\/ett.4035","journal-title":"Trans Emerg Telecommun Technol"},{"key":"1573_CR19","doi-asserted-by":"publisher","unstructured":"Yang Q, Chen Y, Guizani M, Lee GM (2021) Spatiotemporal location differential privacy for sparse mobile crowdsensing. In: 2021 International Wireless Communications and Mobile Computing (IWCMC), pp 1734\u20131741. https:\/\/doi.org\/10.1109\/IWCMC51323.2021.9498951","DOI":"10.1109\/IWCMC51323.2021.9498951"},{"issue":"9","key":"1573_CR20","doi-asserted-by":"publisher","first-page":"311","DOI":"10.3390\/fi16090311","volume":"16","author":"F Yessoufou","year":"2024","unstructured":"Yessoufou F, Sassi S, Chicha E, Chbeir R, Degila J (2024) User mobility modeling in crowdsourcing application to prevent inference attacks. Future Internet 16(9):311. https:\/\/doi.org\/10.3390\/fi16090311","journal-title":"Future Internet"},{"issue":"6","key":"1573_CR21","doi-asserted-by":"publisher","first-page":"9995","DOI":"10.1109\/JIOT.2023.3325368","volume":"11","author":"C Zhang","year":"2024","unstructured":"Zhang C, Wang Y, Wang W, Zhang H, Liu Z, Tong X, Cai Z (2024) A personalized location privacy protection system in mobile crowdsourcing. IEEE Internet Things J 11(6):9995\u201310006. https:\/\/doi.org\/10.1109\/JIOT.2023.3325368","journal-title":"IEEE Internet Things J"},{"key":"1573_CR22","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2025.3568163","author":"P Zhang","year":"2025","unstructured":"Zhang P, Cheng X, Zhang Z, Zhu Y (2025) Maximizing area coverage in privacy-preserving worker recruitment: a prior knowledge-enhanced geo-indistinguishable approach. IEEE Trans Inf Forensics Secur. https:\/\/doi.org\/10.1109\/TIFS.2025.3568163","journal-title":"IEEE Trans Inf Forensics Secur"},{"key":"1573_CR23","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2023.109600","volume":"224","author":"M Zhou","year":"2023","unstructured":"Zhou M, Zheng Y, Wang S, Hua Z, Huang H, Gao Y, Jia X (2023) Ppta: a location privacy-preserving and flexible task assignment service for spatial crowdsourcing. Computer Netw 224:109600. https:\/\/doi.org\/10.1016\/j.comnet.2023.109600","journal-title":"Computer Netw"}],"container-title":["Social Network Analysis and Mining"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s13278-025-01573-1","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13278-025-01573-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13278-025-01573-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T05:53:06Z","timestamp":1770270786000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s13278-025-01573-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,2,2]]},"references-count":23,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2026,12]]}},"alternative-id":["1573"],"URL":"https:\/\/doi.org\/10.1007\/s13278-025-01573-1","relation":{},"ISSN":["1869-5469"],"issn-type":[{"value":"1869-5469","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,2,2]]},"assertion":[{"value":"28 September 2025","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 December 2025","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 December 2025","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 February 2026","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no Conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}],"article-number":"33"}}