{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T21:32:19Z","timestamp":1730323939671,"version":"3.28.0"},"publisher-location":"New York, NY, USA","reference-count":27,"publisher":"ACM","funder":[{"name":"European Commission","award":["101006879"]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,6,25]]},"DOI":"10.1145\/3452369.3463823","type":"proceedings-article","created":{"date-parts":[[2021,6,18]],"date-time":"2021-06-18T16:30:36Z","timestamp":1624033836000},"page":"17-20","update-policy":"http:\/\/dx.doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Towards a Federated Learning Approach for Privacy-aware Analysis of Semantically Enriched Mobility Data"],"prefix":"10.1145","author":[{"given":"Zaineb","family":"Chelly Dagdia","sequence":"first","affiliation":[{"name":"Universit\u00e9 Paris-Saclay, UVSQ, Versailles, France"}]},{"given":"Chiara","family":"Renso","sequence":"additional","affiliation":[{"name":"CNR-ISTI, National Research Council, Pisa, Italy"}]},{"given":"Karine","family":"Zeitouni","sequence":"additional","affiliation":[{"name":"Universit\u00e9 Paris-Saclay, UVSQ, Versailles, France"}]},{"given":"Nazim","family":"Agoulmine","sequence":"additional","affiliation":[{"name":"Universite Paris-Saclay, Univ Evry, Evry-Courcouronnes, France"}]}],"member":"320","published-online":{"date-parts":[[2021,6,18]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2508859.2516735"},{"key":"e_1_3_2_1_2_1","volume-title":"Intelligent Environmental Data Monitoring for Pollution Management,, Siddhartha Bhattacharyya, Naba Kumar Mondal, Jan Platos, and Pavel Kr\u00f6mer (Eds.)","author":"Brahem Mariem","year":"1967","unstructured":"Mariem Brahem , Hafsa E.L. Hafyani , Souheir Mehanna , Karine Zeitouni , Laurent Yeh , Yehia Taher , Zoubida Kedad , Ahmad Ktaish , Mohamed Chachoua , and Cyril Ray . 2021. 12 - Data perspective on environmental mobile crowd sensing . In Intelligent Environmental Data Monitoring for Pollution Management,, Siddhartha Bhattacharyya, Naba Kumar Mondal, Jan Platos, and Pavel Kr\u00f6mer (Eds.) . Academic Press , 269--288. https:\/\/doi.org\/10.1016\/B978-0-12-8 1967 1-7.00012--9 10.1016\/B978-0-12-819671-7.00012--9 Mariem Brahem, Hafsa E.L. Hafyani, Souheir Mehanna, Karine Zeitouni, Laurent Yeh, Yehia Taher, Zoubida Kedad, Ahmad Ktaish, Mohamed Chachoua, and Cyril Ray. 2021. 12 - Data perspective on environmental mobile crowd sensing. In Intelligent Environmental Data Monitoring for Pollution Management,, Siddhartha Bhattacharyya, Naba Kumar Mondal, Jan Platos, and Pavel Kr\u00f6mer (Eds.). Academic Press, 269--288. https:\/\/doi.org\/10.1016\/B978-0-12-819671-7.00012--9"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2919514"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2019.00153"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1515\/popets-2015-0023"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/LANOMS.2015.7332667"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10707-014-0205-7"},{"key":"e_1_3_2_1_8_1","volume-title":"Blondel","author":"de Montjoye Yves-Alexandre","year":"2013","unstructured":"Yves-Alexandre de Montjoye , C\u00e9sar A. Hidalgo , Michel Verleysen , and Vincent D . Blondel . 2013 . Unique in the Crowd : The privacy bounds of human mobility. Scientific Reports , Vol. 1 , 3 (2013). https:\/\/doi.org\/10.1038\/srep01376 10.1038\/srep01376 Yves-Alexandre de Montjoye, C\u00e9sar A. Hidalgo, Michel Verleysen, and Vincent D. Blondel. 2013. Unique in the Crowd: The privacy bounds of human mobility. Scientific Reports, Vol. 1, 3 (2013). https:\/\/doi.org\/10.1038\/srep01376"},{"key":"e_1_3_2_1_9_1","unstructured":"Apple Differential Privacy Team. 2017. Learning with privacy at scale. (2017). Apple Differential Privacy Team. 2017. Learning with privacy at scale. (2017)."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2897012"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3381006","article-title":"PMF: A privacy-preserving human mobility prediction framework via federated learning","volume":"4","author":"Feng Jie","year":"2020","unstructured":"Jie Feng , Can Rong , Funing Sun , Diansheng Guo , and Yong Li . 2020 . PMF: A privacy-preserving human mobility prediction framework via federated learning . Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , Vol. 4 , 1 (2020), 1 -- 21 . Jie Feng, Can Rong, Funing Sun, Diansheng Guo, and Yong Li. 2020. PMF: A privacy-preserving human mobility prediction framework via federated learning. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Vol. 4, 1 (2020), 1--21.","journal-title":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/MDM.2015.18"},{"key":"e_1_3_2_1_13_1","unstructured":"Fengmei Jin Wen Hua Matteo Francia Pingfu Chao Maria Orlowska and Xiaofang Zhou. 2021. A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing. (2021). Fengmei Jin Wen Hua Matteo Francia Pingfu Chao Maria Orlowska and Xiaofang Zhou. 2021. A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing. (2021)."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"crossref","unstructured":"Peter Kairouz H. Brendan McMahan Brendan Avent Aur\u00e9lien Bellet Mehdi Bennis Arjun Nitin Bhagoji Kallista Bonawitz Zachary Charles Graham Cormode Rachel Cummings Rafael G. L. D'Oliveira Hubert Eichner Salim El Rouayheb David Evans Josh Gardner Zachary Garrett Adri\u00e0 Gasc\u00f3n Badih Ghazi Phillip B. Gibbons Marco Gruteser Zaid Harchaoui Chaoyang He Lie He Zhouyuan Huo Ben Hutchinson Justin Hsu Martin Jaggi Tara Javidi Gauri Joshi Mikhail Khodak Jakub Kone\u010cn\u00fd Aleksandra Korolova Farinaz Koushanfar Sanmi Koyejo Tancr\u00e8de Lepoint Yang Liu Prateek Mittal Mehryar Mohri Richard Nock Ayfer \u00d6zg\u00fcr Rasmus Pagh Mariana Raykova Hang Qi Daniel Ramage Ramesh Raskar Dawn Song Weikang Song Sebastian U. Stich Ziteng Sun Ananda Theertha Suresh Florian Tram\u00e8r Praneeth Vepakomma Jianyu Wang Li Xiong Zheng Xu Qiang Yang Felix X. Yu Han Yu and Sen Zhao. 2021. Advances and Open Problems in Federated Learning. arxiv: 1912.04977 [cs.LG] Peter Kairouz H. Brendan McMahan Brendan Avent Aur\u00e9lien Bellet Mehdi Bennis Arjun Nitin Bhagoji Kallista Bonawitz Zachary Charles Graham Cormode Rachel Cummings Rafael G. L. D'Oliveira Hubert Eichner Salim El Rouayheb David Evans Josh Gardner Zachary Garrett Adri\u00e0 Gasc\u00f3n Badih Ghazi Phillip B. Gibbons Marco Gruteser Zaid Harchaoui Chaoyang He Lie He Zhouyuan Huo Ben Hutchinson Justin Hsu Martin Jaggi Tara Javidi Gauri Joshi Mikhail Khodak Jakub Kone\u010cn\u00fd Aleksandra Korolova Farinaz Koushanfar Sanmi Koyejo Tancr\u00e8de Lepoint Yang Liu Prateek Mittal Mehryar Mohri Richard Nock Ayfer \u00d6zg\u00fcr Rasmus Pagh Mariana Raykova Hang Qi Daniel Ramage Ramesh Raskar Dawn Song Weikang Song Sebastian U. Stich Ziteng Sun Ananda Theertha Suresh Florian Tram\u00e8r Praneeth Vepakomma Jianyu Wang Li Xiong Zheng Xu Qiang Yang Felix X. Yu Han Yu and Sen Zhao. 2021. Advances and Open Problems in Federated Learning. arxiv: 1912.04977 [cs.LG]","DOI":"10.1561\/9781680837896"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3436755"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-1705-7"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3356994.3365498"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.5555\/2019316.2019319"},{"key":"e_1_3_2_1_19_1","volume-title":"Karine Zeitouni, and Cristian Borcea.","author":"Popa Iulian Sandu","year":"2019","unstructured":"Iulian Sandu Popa , Dai Hai Ton That , Karine Zeitouni, and Cristian Borcea. 2019 . Mobile participatory sensing with strong privacy guarantees using secure probes. GeoInformatica (2019). https:\/\/doi.org\/10.1007\/s10707-019-00389-4 Publisher Copyright: 2019, Springer Science+Business Media, LLC, part of Springer Nature. Copyright : Copyright 2019 Elsevier B.V. , All rights reserved. 10.1007\/s10707-019-00389-4 Iulian Sandu Popa, Dai Hai Ton That, Karine Zeitouni, and Cristian Borcea. 2019. Mobile participatory sensing with strong privacy guarantees using secure probes. GeoInformatica (2019). https:\/\/doi.org\/10.1007\/s10707-019-00389-4 Publisher Copyright: 2019, Springer Science+Business Media, LLC, part of Springer Nature. Copyright: Copyright 2019 Elsevier B.V., All rights reserved."},{"key":"e_1_3_2_1_20_1","volume-title":"SpotME If You Can: Randomized Responses for Location Obfuscation on Mobile Phones. In 2011 International Conference on Distributed Computing Systems, ICDCS 2011","author":"Quercia Daniele","year":"2011","unstructured":"Daniele Quercia , Ilias Leontiadis , Liam McNamara , Cecilia Mascolo , and Jon Crowcroft . 2011 . SpotME If You Can: Randomized Responses for Location Obfuscation on Mobile Phones. In 2011 International Conference on Distributed Computing Systems, ICDCS 2011 , Minneapolis, Minnesota, USA , June 20-24, 2011. IEEE Computer Society, 363--372. https:\/\/doi.org\/10.1109\/ICDCS.2011.79 10.1109\/ICDCS.2011.79 Daniele Quercia, Ilias Leontiadis, Liam McNamara, Cecilia Mascolo, and Jon Crowcroft. 2011. SpotME If You Can: Randomized Responses for Location Obfuscation on Mobile Phones. In 2011 International Conference on Distributed Computing Systems, ICDCS 2011, Minneapolis, Minnesota, USA, June 20-24, 2011. IEEE Computer Society, 363--372. https:\/\/doi.org\/10.1109\/ICDCS.2011.79"},{"key":"e_1_3_2_1_21_1","volume-title":"Privacy preservation in location-based services: a novel metric and attack model","author":"Shaham Sina","year":"2020","unstructured":"Sina Shaham , Ming Ding , Bo Liu , Shuping Dang , Zihuai Lin , and Jun Li. 2020. Privacy preservation in location-based services: a novel metric and attack model . IEEE Transactions on Mobile Computing ( 2020 ). Sina Shaham, Ming Ding, Bo Liu, Shuping Dang, Zihuai Lin, and Jun Li. 2020. Privacy preservation in location-based services: a novel metric and attack model. IEEE Transactions on Mobile Computing (2020)."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.07.068"},{"key":"e_1_3_2_1_23_1","article-title":"TRIFL: A Generic Trajectory Index for Flash Storage","volume":"1","author":"Ton That Dai Hai","year":"2015","unstructured":"Dai Hai Ton That , Iulian Sandu Popa , and Karine Zeitouni . 2015 . TRIFL: A Generic Trajectory Index for Flash Storage . ACM Trans. Spatial Algorithms Syst. , Vol. 1 , 2 (2015), 6:1--6:44. https:\/\/doi.org\/10.1145\/2786758 10.1145\/2786758 Dai Hai Ton That, Iulian Sandu Popa, and Karine Zeitouni. 2015. TRIFL: A Generic Trajectory Index for Flash Storage. ACM Trans. Spatial Algorithms Syst., Vol. 1, 2 (2015), 6:1--6:44. https:\/\/doi.org\/10.1145\/2786758","journal-title":"ACM Trans. Spatial Algorithms Syst."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2020.101949"},{"key":"e_1_3_2_1_25_1","volume-title":"Local differential privacy and its applications: A comprehensive survey. arXiv preprint arXiv:2008.03686","author":"Yang Mengmeng","year":"2020","unstructured":"Mengmeng Yang , Lingjuan Lyu , Jun Zhao , Tianqing Zhu , and Kwok-Yan Lam . 2020. Local differential privacy and its applications: A comprehensive survey. arXiv preprint arXiv:2008.03686 ( 2020 ). Mengmeng Yang, Lingjuan Lyu, Jun Zhao, Tianqing Zhu, and Kwok-Yan Lam. 2020. Local differential privacy and its applications: A comprehensive survey. arXiv preprint arXiv:2008.03686 (2020)."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.106775"},{"key":"e_1_3_2_1_27_1","article-title":"Trajectory Data Mining","volume":"6","author":"Zheng Yu","year":"2015","unstructured":"Yu Zheng . 2015 . Trajectory Data Mining : An Overview. ACM Transaction on Intelligent Systems and Technology , Vol. 6 , 3, Article 29 (2015). Yu Zheng. 2015. Trajectory Data Mining: An Overview. ACM Transaction on Intelligent Systems and Technology, Vol. 6, 3, Article 29 (2015).","journal-title":"An Overview. ACM Transaction on Intelligent Systems and Technology"}],"event":{"name":"HPDC '21: The 30th International Symposium on High-Performance Parallel and Distributed Computing","sponsor":["University of Arizona University of Arizona","SIGHPC ACM Special Interest Group on High Performance Computing, Special Interest Group on High Performance Computing","SIGARCH ACM Special Interest Group on Computer Architecture"],"location":"Virtual Event Sweden","acronym":"HPDC '21"},"container-title":["Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3452369.3463823","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,7]],"date-time":"2023-01-07T09:04:25Z","timestamp":1673082265000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3452369.3463823"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,6,25]]},"references-count":27,"alternative-id":["10.1145\/3452369.3463823","10.1145\/3452369"],"URL":"https:\/\/doi.org\/10.1145\/3452369.3463823","relation":{},"subject":[],"published":{"date-parts":[[2020,6,25]]},"assertion":[{"value":"2021-06-18","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}