{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T20:49:42Z","timestamp":1770842982895,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":29,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,7,19]],"date-time":"2018-07-19T00:00:00Z","timestamp":1531958400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100002855","name":"Ministry of Science and Technology of the People's Republic of China","doi-asserted-by":"publisher","award":["2014CB340303"],"award-info":[{"award-number":["2014CB340303"]}],"id":[{"id":"10.13039\/501100002855","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003399","name":"Science and Technology Commission of Shanghai Municipality","doi-asserted-by":"publisher","award":["15220721300, 17510740200"],"award-info":[{"award-number":["15220721300, 17510740200"]}],"id":[{"id":"10.13039\/501100003399","id-type":"DOI","asserted-by":"publisher"}]},{"name":"CCF-Tencent Open Research Fund","award":["RAGR20170114"],"award-info":[{"award-number":["RAGR20170114"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61672348, 61672353, 61472252"],"award-info":[{"award-number":["61672348, 61672353, 61472252"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,7,19]]},"DOI":"10.1145\/3219819.3220013","type":"proceedings-article","created":{"date-parts":[[2018,7,19]],"date-time":"2018-07-19T13:05:12Z","timestamp":1532005512000},"page":"2031-2040","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":60,"title":["Unlocking the Value of Privacy"],"prefix":"10.1145","author":[{"given":"Chaoyue","family":"Niu","sequence":"first","affiliation":[{"name":"Shanghai Jiao Tong University, Shanghai, China"}]},{"given":"Zhenzhe","family":"Zheng","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University, Shanghai, China"}]},{"given":"Fan","family":"Wu","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University, Shanghai, China"}]},{"given":"Shaojie","family":"Tang","sequence":"additional","affiliation":[{"name":"University of Texas at Dallas, Richardson, TX, USA"}]},{"given":"Xiaofeng","family":"Gao","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University, Shanghai, China"}]},{"given":"Guihai","family":"Chen","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University, Shanghai, China"}]}],"member":"320","published-online":{"date-parts":[[2018,7,19]]},"reference":[{"key":"e_1_3_2_2_1_1","unstructured":"2009 RECS Dataset. 2013. https:\/\/www.eia.gov\/consumption\/ residential\/data\/2009\/index.php?view=microdata.  2009 RECS Dataset. 2013. https:\/\/www.eia.gov\/consumption\/ residential\/data\/2009\/index.php?view=microdata."},{"key":"e_1_3_2_2_2_1","volume-title":"Start-Ups Seek to Help Users Put a Price on Their Personal Data. The New York Times (Feb","author":"Brustein Joshua","year":"2012","unstructured":"Joshua Brustein . 2012. Start-Ups Seek to Help Users Put a Price on Their Personal Data. The New York Times (Feb . 2012 ). Joshua Brustein. 2012. Start-Ups Seek to Help Users Put a Price on Their Personal Data. The New York Times (Feb. 2012)."},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020579"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2688073.2688106"},{"key":"e_1_3_2_2_5_1","volume-title":"A Call For Transparency and Accountability","author":"Brokers Data","year":"2014","unstructured":"Data Brokers : A Call For Transparency and Accountability . 2014 . https:\/\/www.ftc.gov\/reports\/data-brokers-call-transparency% 2Daccountability-report-federal-trade-commission-may-2014. Data Brokers: A Call For Transparency and Accountability. 2014. https:\/\/www.ftc.gov\/reports\/data-brokers-call-transparency% 2Daccountability-report-federal-trade-commission-may-2014."},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3064017"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1561\/0400000042"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098128"},{"key":"e_1_3_2_2_9_1","volume-title":"Lax Privacy Rules Are","author":"Problem Facebook Is","year":"2018","unstructured":"Facebook Is Not the Problem . Lax Privacy Rules Are . 2018 . https:\/\/www.nytimes.com\/2018\/04\/01\/opinion\/facebooklax- privacy-rules.html. Facebook Is Not the Problem. Lax Privacy Rules Are. 2018. https:\/\/www.nytimes.com\/2018\/04\/01\/opinion\/facebooklax- privacy-rules.html."},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/1993574.1993605"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1989323.1989345"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2213556.2213571"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/2463676.2465335"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3139457"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.14778\/2732939.2732948"},{"key":"e_1_3_2_2_16_1","unstructured":"Changchang Liu Supriyo Chakraborty and Prateek Mittal. 2016. Dependence Makes You Vulnberable: Differential Privacy Under Dependent Tuples. In NDSS.  Changchang Liu Supriyo Chakraborty and Prateek Mittal. 2016. Dependence Makes You Vulnberable: Differential Privacy Under Dependent Tuples. In NDSS."},{"key":"e_1_3_2_2_17_1","unstructured":"MovieLens 1M Dataset. 2003. https:\/\/grouplens.org\/datasets\/ movielens\/1m\/.  MovieLens 1M Dataset. 2003. https:\/\/grouplens.org\/datasets\/ movielens\/1m\/."},{"key":"e_1_3_2_2_18_1","volume-title":"Achieving Data Truthfulness and Privacy Preservation in Data Markets","author":"Niu Chaoyue","year":"2018","unstructured":"Chaoyue Niu , Zhenzhe Zheng , Fan Wu , Xiaofeng Gao , and Guihai Chen . 2018. Achieving Data Truthfulness and Privacy Preservation in Data Markets . IEEE Transactions on Knowledge and Data Engineering ( 2018 ). Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Xiaofeng Gao, and Guihai Chen. 2018. Achieving Data Truthfulness and Privacy Preservation in Data Markets. IEEE Transactions on Knowledge and Data Engineering (2018)."},{"key":"e_1_3_2_2_19_1","unstructured":"Chaoyue Niu Zhenzhe Zheng Fan Wu Shaojie Tang Xiaofeng Gao and Guihai Chen. 2018. Unlocking the Value of Privacy: Trading Aggregate Statistics over Private Correlated Data. https: \/\/www.dropbox.com\/s\/gp86elkmraitcf9\/.  Chaoyue Niu Zhenzhe Zheng Fan Wu Shaojie Tang Xiaofeng Gao and Guihai Chen. 2018. Unlocking the Value of Privacy: Trading Aggregate Statistics over Private Correlated Data. https: \/\/www.dropbox.com\/s\/gp86elkmraitcf9\/."},{"key":"e_1_3_2_2_20_1","volume-title":"The Emergence of a New Asset Class","author":"Data Personal","year":"2011","unstructured":"Personal Data : The Emergence of a New Asset Class . 2011 . https:\/\/www.weforum.org\/reports\/ personal-data-emergence-new-asset-class. Personal Data: The Emergence of a New Asset Class. 2011. https:\/\/www.weforum.org\/reports\/ personal-data-emergence-new-asset-class."},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/2046707.2046781"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3139455"},{"key":"e_1_3_2_2_23_1","unstructured":"Elaine Shi T-H. Hubert Chan Eleanor Rieffel Richard Chow and Dawn Song. 2011. Privacy-Preserving Aggregation of Time-Series Data. In NDSS.  Elaine Shi T-H. Hubert Chan Eleanor Rieffel Richard Chow and Dawn Song. 2011. Privacy-Preserving Aggregation of Time-Series Data. In NDSS."},{"key":"e_1_3_2_2_24_1","volume-title":"Stanford Large Network Dataset Collection","author":"Datasets SNAP","year":"2014","unstructured":"SNAP Datasets : Stanford Large Network Dataset Collection . 2014 . http:\/\/snap.stanford.edu\/data. SNAP Datasets: Stanford Large Network Dataset Collection. 2014. http:\/\/snap.stanford.edu\/data."},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3064025"},{"key":"e_1_3_2_2_26_1","volume-title":"Selling your personal information","author":"The","year":"2014","unstructured":"The data brokers : Selling your personal information . 2014 . https:\/\/www.cbsnews.com\/news\/ data-brokers-selling-personal-information-60-minutes\/. The data brokers: Selling your personal information. 2014. https:\/\/www.cbsnews.com\/news\/ data-brokers-selling-personal-information-60-minutes\/."},{"key":"e_1_3_2_2_27_1","unstructured":"Twitter Sold Data Access to Cambridge Analytica-Linked Researcher. 2018. https:\/\/www.bloomberg.com\/news\/articles\/2018- 04--29\/twitter-sold-cambridge-analytica-researcher-public-dataaccess\/.  Twitter Sold Data Access to Cambridge Analytica-Linked Researcher. 2018. https:\/\/www.bloomberg.com\/news\/articles\/2018- 04--29\/twitter-sold-cambridge-analytica-researcher-public-dataaccess\/."},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939693"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2723372.2747643"}],"event":{"name":"KDD '18: The 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","location":"London United Kingdom","acronym":"KDD '18","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery &amp; Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3219819.3220013","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3219819.3220013","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:07:28Z","timestamp":1750212448000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3219819.3220013"}},"subtitle":["Trading Aggregate Statistics over Private Correlated Data"],"short-title":[],"issued":{"date-parts":[[2018,7,19]]},"references-count":29,"alternative-id":["10.1145\/3219819.3220013","10.1145\/3219819"],"URL":"https:\/\/doi.org\/10.1145\/3219819.3220013","relation":{},"subject":[],"published":{"date-parts":[[2018,7,19]]},"assertion":[{"value":"2018-07-19","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}