{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,20]],"date-time":"2025-06-20T04:10:57Z","timestamp":1750392657737,"version":"3.41.0"},"reference-count":68,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,5]]},"DOI":"10.1109\/sp.2017.60","type":"proceedings-article","created":{"date-parts":[[2017,6,26]],"date-time":"2017-06-26T20:34:26Z","timestamp":1498509266000},"page":"78-95","source":"Crossref","is-referenced-by-count":6,"title":["Pyramid: Enhancing Selectivity in Big Data Protection with Count Featurization"],"prefix":"10.1109","author":[{"given":"Mathias","family":"Lecuyer","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Riley","family":"Spahn","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roxana","family":"Geambasu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tzu-Kuo","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Siddhartha","family":"Sen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","first-page":"1097","article-title":"Doubly robust policy evaluation and learning","author":"dud\u00edk","year":"2011","journal-title":"Intl Conf on Machine Learning (ICML)"},{"key":"ref38","article-title":"A contextualbandit approach to personalized news article recommendation","author":"li","year":"0","journal-title":"Intl World Wide Web Conf (WWW) 2010"},{"key":"ref33","first-page":"2825","article-title":"Scikit-leam: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"},{"journal-title":"Vowpal wabbit online learning project","year":"2007","author":"langford","key":"ref32"},{"key":"ref31","first-page":"1157","article-title":"An introduction to variable and feature selection","volume":"3","author":"guyon","year":"2003","journal-title":"The Journal of Machine Learning Research"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/1250790.1250803"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/2827872"},{"journal-title":"Criteo releases its new dataset","year":"2015","key":"ref36"},{"year":"2014","key":"ref35"},{"journal-title":"Criteo display advertising challenge","year":"2014","key":"ref34"},{"journal-title":"Replacing Sawzall a case study in domain-specific language migration","year":"2015","author":"becker","key":"ref60"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2016.23175"},{"key":"ref61","first-page":"123","article-title":"Randomized algorithms for matrices and data","volume":"3","author":"mahoney","year":"2011","journal-title":"Foundations and Trends\ufffd in Machine Learning"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1559845.1559850"},{"key":"ref63","doi-asserted-by":"crossref","DOI":"10.1561\/9781933019604","author":"muthukrishnan","year":"2005","journal-title":"Data streams Algorithms and applications"},{"key":"ref27","first-page":"693","author":"charikar","year":"2002","journal-title":"Proceedings of the 29th International Colloquium on Automata Languages and Programming ser ICALP &#x2018;02 London"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1561\/2200000018"},{"key":"ref65","first-page":"361","article-title":"Private core-sets","author":"feldman","year":"2009","journal-title":"Proceedings of the First Annual ACM Symposium on Theory of Computing"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1561\/0400000042","article-title":"The algorithmic foundations of differential privacy","volume":"9","author":"dwork","year":"2014","journal-title":"Foundations and Trends\ufffd in Theoretical Computer Science"},{"key":"ref66","first-page":"1","article-title":"Geometric approximation via corescts","volume":"52","author":"agarwal","year":"2005","journal-title":"Combinatorial and Computational Geometry"},{"journal-title":"2016 book in preparation for MIT Press","year":"0","author":"goodfellow","key":"ref67"},{"key":"ref68","first-page":"109","article-title":"Super-samples from kernel herding","author":"chen","year":"2010","journal-title":"Proceedings of the Twenty-Sixth Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI)"},{"journal-title":"T-Mobile customers information compromised by data breach at credit agency","year":"2015","author":"gryta","key":"ref2"},{"journal-title":"OPM hack Government finally starts notifying 21 5 million victims","year":"2015","author":"eng","key":"ref1"},{"journal-title":"AzureML","year":"2016","key":"ref20"},{"key":"ref22","article-title":"Secure deletion of data from magnetic and solidstate memory","author":"gutmann","year":"0","journal-title":"Proc 1996 USENIX Security"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1007\/11681878_14","article-title":"Calibrating noise to sensitivity in private data analysis","author":"dwork","year":"2006","journal-title":"TCC'06 Proceedings of the Third Conference on Theory of Cryptography"},{"journal-title":"Categorical Data Analysis ser Wiley Series in Probability and Statistics","year":"2013","author":"agresti","key":"ref24"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression shrinkage and selection via the lasso","author":"tibshirani","year":"1996","journal-title":"Journal of the Royal Statistical Society Series B (Methodological)"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.jalgor.2003.12.001"},{"key":"ref25","article-title":"The missing piece in complex analytics Low latency, scalable model management and serving with Velox","volume":"abs 1409 3809","author":"crankshaw","year":"2014","journal-title":"CoRR"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.14778\/2535573.2488336"},{"key":"ref51","first-page":"1","author":"dwork","year":"2006","journal-title":"Automata Languages and Programming"},{"key":"ref59","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1109\/SP.2008.33","article-title":"Robust de-anonymization of large sparse datascts","author":"narayanan","year":"2008","journal-title":"Proceedings of the 2008 IEEE Symposium on Security and Privacy ser SP &#x2018;08"},{"journal-title":"The European Commision's data protection findings","year":"2008","author":"fleischer","key":"ref58"},{"journal-title":"Why Google keeps your data forever tracks you with ads","year":"2010","author":"anderson","key":"ref57"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/2213836.2213876"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/1989323.1989348"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/1989284.1989290"},{"key":"ref53","doi-asserted-by":"crossref","first-page":"715","DOI":"10.1145\/1806689.1806787","article-title":"Differential privacy under continual observation","author":"dwork","year":"2010","journal-title":"Proceedings of the Forty-Second ACM Symposium on Theory of Computing"},{"key":"ref52","first-page":"297","article-title":"Airavat: Security and privacy for MapReduce","volume":"10","author":"roy","year":"2010","journal-title":"NSDI"},{"journal-title":"Dimension reduction A guided tour Now Publishers Inc","year":"2010","author":"burges","key":"ref10"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref11","first-page":"2615","article-title":"Hash kernels for structured data","volume":"10","author":"shi","year":"2009","journal-title":"The Journal of Machine Learning Research"},{"key":"ref12","volume":"159","author":"gersho","year":"2012","journal-title":"Vector Quantization and Signal Compression"},{"key":"ref13","article-title":"Time adaptive sketches (ada-sketches) for summarizing data streams","author":"srivastava","year":"2016","journal-title":"ACM SIGMOD Conference"},{"journal-title":"Semi-supervised learning literature survey","year":"2006","author":"zhu","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.2200\/S00429ED1V01Y201207AIM018"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2532128"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557048"},{"key":"ref18","first-page":"27","author":"li","year":"2010","journal-title":"KDD"},{"key":"ref19","article-title":"Learning with counts","author":"bilenko","year":"2016","journal-title":"preparation"},{"journal-title":"Celebrities medical records tempt hospital workers to snoop","year":"2015","author":"ornstein","key":"ref4"},{"journal-title":"NSA officers spy on love interests","year":"2013","author":"gorman","key":"ref3"},{"journal-title":"Google consolidates privacy policy will combine user data across services","year":"2012","author":"rao","key":"ref6"},{"journal-title":"Hearst's VP of data on connecting the data dots","year":"2014","author":"wilson","key":"ref5"},{"journal-title":"Data is a toxic asset","year":"2015","author":"schneier","key":"ref8"},{"journal-title":"Introducing Azure Data Lake","year":"2015","author":"chiu","key":"ref7"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/2043556.2043566"},{"key":"ref9","article-title":"CleanOS: Mobile OS abstractions for managing sensitive data","author":"tang","year":"2012","journal-title":"Proceedings of the USENIX Symposium on Operating Systems Design and Implementation (OSDI'02)"},{"key":"ref46","article-title":"A multiworld testing decision service","volume":"abs 1606 3966","author":"agarwal","year":"2016","journal-title":"CoRR"},{"key":"ref45","article-title":"Taming the monster: A fast and simple algorithm for contextual bandits","author":"agarwal","year":"2014","journal-title":"Intl Conf on Machine Learning (ICML)"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557090"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935878"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/2043621.2043626"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553516"},{"key":"ref44","article-title":"The Epoch-Greedy Algorithm for Contextual Multi-armed Bandits","author":"langford","year":"0","journal-title":"Advances in Neural Information Processing Systems (NIPS) 2007"},{"journal-title":"Artificial Intelligence A Modern Approach","year":"2003","author":"russell","key":"ref43"}],"event":{"name":"2017 IEEE Symposium on Security and Privacy (SP)","start":{"date-parts":[[2017,5,22]]},"location":"San Jose, CA, USA","end":{"date-parts":[[2017,5,26]]}},"container-title":["2017 IEEE Symposium on Security and Privacy (SP)"],"original-title":[],"link":[{"URL":"https:\/\/summer-heart-0930.chufeiyun1688.workers.dev:443\/http\/xplorestaging.ieee.org\/ielx7\/7957740\/7958557\/07958572.pdf?arnumber=7958572","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,20]],"date-time":"2025-06-20T01:45:15Z","timestamp":1750383915000},"score":1,"resource":{"primary":{"URL":"https:\/\/summer-heart-0930.chufeiyun1688.workers.dev:443\/http\/ieeexplore.ieee.org\/document\/7958572\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5]]},"references-count":68,"URL":"https:\/\/summer-heart-0930.chufeiyun1688.workers.dev:443\/https\/doi.org\/10.1109\/sp.2017.60","relation":{},"subject":[],"published":{"date-parts":[[2017,5]]}}}