{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T09:30:11Z","timestamp":1777714211632,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":46,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,6,16]],"date-time":"2017-06-16T00:00:00Z","timestamp":1497571200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["1318722"],"award-info":[{"award-number":["1318722"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,6,16]]},"DOI":"10.1145\/3081333.3081334","type":"proceedings-article","created":{"date-parts":[[2017,6,16]],"date-time":"2017-06-16T18:24:43Z","timestamp":1497637483000},"page":"453-463","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Heimdall"],"prefix":"10.1145","author":[{"given":"Amir","family":"Rahmati","sequence":"first","affiliation":[{"name":"University of Michigan, Ann Arbor, MI, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Earlence","family":"Fernandes","sequence":"additional","affiliation":[{"name":"University of Michigan, Ann Arbor, MI, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kevin","family":"Eykholt","sequence":"additional","affiliation":[{"name":"University of Michigan, Ann Arbor, MI, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xinheng","family":"Chen","sequence":"additional","affiliation":[{"name":"University of Michigan, Ann Arbor, MI, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Atul","family":"Prakash","sequence":"additional","affiliation":[{"name":"University of Michigan, Ann Arbor, MI, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2017,6,16]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Advertising id. https:\/\/support.google.com\/googleplay\/android-developer\/answer\/6048248.  Advertising id. https:\/\/support.google.com\/googleplay\/android-developer\/answer\/6048248."},{"key":"e_1_3_2_1_2_1","unstructured":"Apple Q&A on location data - April 27 2011. http:\/\/www.apple.com\/pr\/library\/2011\/04\/27Apple-Q-A-on-Location-Data.html.  Apple Q&A on location data - April 27 2011. http:\/\/www.apple.com\/pr\/library\/2011\/04\/27Apple-Q-A-on-Location-Data.html."},{"key":"e_1_3_2_1_3_1","unstructured":"Google Brillo OS for IoT. https:\/\/developers.google.com\/brillo\/.  Google Brillo OS for IoT. https:\/\/developers.google.com\/brillo\/."},{"key":"e_1_3_2_1_4_1","unstructured":"Google Weave for IoT. https:\/\/developers.google.com\/weave\/.  Google Weave for IoT. https:\/\/developers.google.com\/weave\/."},{"key":"e_1_3_2_1_5_1","unstructured":"JIF. http:\/\/www.cs.cornell.edu\/jif\/.  JIF. http:\/\/www.cs.cornell.edu\/jif\/."},{"key":"e_1_3_2_1_6_1","unstructured":"Quantcast number of visitors ranking. https:\/\/www.quantcast.com\/top-sites\/US\/1.  Quantcast number of visitors ranking. https:\/\/www.quantcast.com\/top-sites\/US\/1."},{"key":"e_1_3_2_1_7_1","unstructured":"Why Do Consumers Leave Reviews? https:\/\/www.getfivestars.com\/blog\/survey-why-do-consumers-leave-reviews\/.  Why Do Consumers Leave Reviews? https:\/\/www.getfivestars.com\/blog\/survey-why-do-consumers-leave-reviews\/."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.99"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.5555\/2017284.2017287"},{"key":"e_1_3_2_1_10_1","first-page":"4","article-title":"Privacy and data management on mobile devices","author":"Boyles J. L.","year":"2012","unstructured":"J. L. Boyles , A. Smith , and M. Madden . Privacy and data management on mobile devices . Pew Internet & American Life Project , 4 , 2012 . J. L. Boyles, A. Smith, and M. Madden. Privacy and data management on mobile devices. Pew Internet & American Life Project, 4, 2012.","journal-title":"Pew Internet & American Life Project"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2011.40"},{"key":"e_1_3_2_1_12_1","volume-title":"Breach report","author":"I. T. R. Center","year":"2014","unstructured":"I. T. R. Center . Breach report 2014 . 2014. I. T. R. Center. Breach report 2014. 2014."},{"key":"e_1_3_2_1_13_1","volume-title":"TRIOS Workshop held in conjunction with the SIGOPS SOSP 2015","author":"Chandramouli V.","year":"2015","unstructured":"V. Chandramouli , V. N. Abhijnan Chakraborty , S. Guha , V. Padmanabhan , and R. Ramjee . Insider: Towards breaking down mobile app silos . In TRIOS Workshop held in conjunction with the SIGOPS SOSP 2015 , September 2015 . V. Chandramouli, V. N. Abhijnan Chakraborty, S. Guha, V. Padmanabhan, and R. Ramjee. Insider: Towards breaking down mobile app silos. In TRIOS Workshop held in conjunction with the SIGOPS SOSP 2015, September 2015."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2335356.2335358"},{"key":"e_1_3_2_1_15_1","volume-title":"Permission based android security: Issues and countermeasures. computers & security, 43:205--218","author":"Fang Z.","year":"2014","unstructured":"Z. Fang , W. Han , and Y. Li . Permission based android security: Issues and countermeasures. computers & security, 43:205--218 , 2014 . Z. Fang, W. Han, and Y. Li. Permission based android security: Issues and countermeasures. computers & security, 43:205--218, 2014."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.5555\/2002168.2002175"},{"key":"e_1_3_2_1_17_1","first-page":"531","volume-title":"25th USENIX Security Symposium (USENIX Security 16)","author":"Fernandes E.","year":"2016","unstructured":"E. Fernandes , J. Paupore , A. Rahmati , D. Simionato , M. Conti , and A. Prakash . Flowfence: Practical data protection for emerging iot application frameworks . In 25th USENIX Security Symposium (USENIX Security 16) , pages 531 -- 548 , Austin, TX , Aug. 2016 . USENIX Association. E. Fernandes, J. Paupore, A. Rahmati, D. Simionato, M. Conti, and A. Prakash. Flowfence: Practical data protection for emerging iot application frameworks. In 25th USENIX Security Symposium (USENIX Security 16), pages 531--548, Austin, TX, Aug. 2016. USENIX Association."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/2973750.2973770"},{"key":"e_1_3_2_1_19_1","volume-title":"The information age measurement paradox: Collecting too much data. Informing Science: the International Journal of an Emerging Transdiscipline, 14:47--59","author":"Geri N.","year":"2011","unstructured":"N. Geri and Y. Geri . The information age measurement paradox: Collecting too much data. Informing Science: the International Journal of an Emerging Transdiscipline, 14:47--59 , 2011 . N. Geri and Y. Geri. The information age measurement paradox: Collecting too much data. Informing Science: the International Journal of an Emerging Transdiscipline, 14:47--59, 2011."},{"key":"e_1_3_2_1_20_1","volume-title":"No Place to Hide: Edward Snowden, the NSA, and the U.S. Surveillance State","author":"Greenwald G.","year":"2014","unstructured":"G. Greenwald . No Place to Hide: Edward Snowden, the NSA, and the U.S. Surveillance State . Metropolitan Books , May 2014 . G. Greenwald. No Place to Hide: Edward Snowden, the NSA, and the U.S. Surveillance State. Metropolitan Books, May 2014."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.2014.377"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1089\/big.2013.0037"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/1066157.1066164"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2006.101"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2007.367856"},{"key":"e_1_3_2_1_26_1","volume-title":"Information Systems Research","author":"Li X.","year":"2008","unstructured":"X. Li and L. M. Hitt . Self-selection and information role of online product reviews . Information Systems Research , 2008 . X. Li and L. M. Hitt. Self-selection and information role of online product reviews. Information Systems Research, 2008."},{"key":"e_1_3_2_1_27_1","volume-title":"Com (September 16, 2011","author":"Luca M.","year":"2011","unstructured":"M. Luca . Reviews, reputation, and revenue : The case of yelp. com . Com (September 16, 2011 ). Harvard Business School NOM Unit Working Paper, (12-016) , 2011 . M. Luca. Reviews, reputation, and revenue: The case of yelp. com. Com (September 16, 2011). Harvard Business School NOM Unit Working Paper, (12-016), 2011."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/1217299.1217302"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.3758\/s13428-011-0124-6"},{"key":"e_1_3_2_1_30_1","volume-title":"media, technology - iconsumers: Life online","year":"2013","unstructured":"McKinsey&Company. Telecommunications , media, technology - iconsumers: Life online . 2013 . McKinsey&Company. Telecommunications, media, technology - iconsumers: Life online. 2013."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/292540.292561"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2008.33"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/4236.968832"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/2699343.2699357"},{"key":"e_1_3_2_1_35_1","first-page":"461","volume-title":"SECRYPT 2013, 10th International Conference on Security and Cryptography","author":"Sarwar G.","year":"2013","unstructured":"G. Sarwar , O. Mehani , R. Boreli , and D. Kaafar . On the effectiveness of dynamic taint analysis for protecting against private information leaks on android-based devices . In SECRYPT 2013, 10th International Conference on Security and Cryptography , pages 461 -- 467 , Reykj\u00e1vik, Iceland, jul 2013 . SciTePress. G. Sarwar, O. Mehani, R. Boreli, and D. Kaafar. On the effectiveness of dynamic taint analysis for protecting against private information leaks on android-based devices. In SECRYPT 2013, 10th International Conference on Security and Cryptography, pages 461--467, Reykj\u00e1vik, Iceland, jul 2013. SciTePress."},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2010.26"},{"key":"e_1_3_2_1_37_1","volume-title":"Office of the Privacy Commissioner of Canada","author":"Sheppard M.","year":"2013","unstructured":"M. Sheppard . Smartphone apps, permissions and privacy . In Office of the Privacy Commissioner of Canada , 2013 . M. Sheppard. Smartphone apps, permissions and privacy. In Office of the Privacy Commissioner of Canada, 2013."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1142\/S021848850200165X"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488502001648"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488502001648"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2014.1899"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-011-9110-z"},{"key":"e_1_3_2_1_43_1","first-page":"159","volume-title":"Privacy concerns in online recommender systems: Influences of control and user data input","author":"Zhang B.","unstructured":"B. Zhang , N. Wang , and H. Jin . Privacy concerns in online recommender systems: Influences of control and user data input . pages 159 -- 173 . USENIX Association , 9999. B. Zhang, N. Wang, and H. Jin. Privacy concerns in online recommender systems: Influences of control and user data input. pages 159--173. USENIX Association, 9999."},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/2046707.2046772"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/2254064.2254078"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/3005745.3005765"}],"event":{"name":"MobiSys'17: The 15th Annual International Conference on Mobile Systems, Applications, and Services","location":"Niagara Falls New York USA","acronym":"MobiSys'17","sponsor":["SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing","SIGOPS ACM Special Interest Group on Operating Systems"]},"container-title":["Proceedings of the 15th Annual International Conference on Mobile Systems, Applications, and Services"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3081333.3081334","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3081333.3081334","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3081333.3081334","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:36:59Z","timestamp":1750217819000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3081333.3081334"}},"subtitle":["A Privacy-Respecting Implicit Preference Collection Framework"],"short-title":[],"issued":{"date-parts":[[2017,6,16]]},"references-count":46,"alternative-id":["10.1145\/3081333.3081334","10.1145\/3081333"],"URL":"https:\/\/doi.org\/10.1145\/3081333.3081334","relation":{},"subject":[],"published":{"date-parts":[[2017,6,16]]},"assertion":[{"value":"2017-06-16","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}