{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,10]],"date-time":"2024-09-10T16:30:38Z","timestamp":1725985838467},"publisher-location":"New York, NY, USA","reference-count":43,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,1,15]],"date-time":"2018-01-15T00:00:00Z","timestamp":1515974400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000098","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["U01TR002062, R01GM118574,R01GM124111"],"id":[{"id":"10.13039\/100000098","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100004917","name":"Cancer Prevention and Research Institute of Texas","doi-asserted-by":"publisher","award":["RR180012,UTSTARs award"],"id":[{"id":"10.13039\/100004917","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,10,15]]},"DOI":"10.1145\/3243734.3243837","type":"proceedings-article","created":{"date-parts":[[2018,10,16]],"date-time":"2018-10-16T17:38:33Z","timestamp":1539711513000},"update-policy":"http:\/\/dx.doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":155,"title":["Secure Outsourced Matrix Computation and Application to Neural Networks"],"prefix":"10.1145","author":[{"given":"Xiaoqian","family":"Jiang","sequence":"first","affiliation":[{"name":"University of Texas, Health Science Center, Houston, TX, USA"}]},{"given":"Miran","family":"Kim","sequence":"additional","affiliation":[{"name":"University of Texas, Health Science Center, Houston, TX, USA"}]},{"given":"Kristin","family":"Lauter","sequence":"additional","affiliation":[{"name":"Microsoft Research, Seattle, WA, USA"}]},{"given":"Yongsoo","family":"Song","sequence":"additional","affiliation":[{"name":"University of California, San Diego, San Diego, CA, USA"}]}],"member":"320","published-online":{"date-parts":[[2018,10,15]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"Tensorflow: Large-scale machine learning on heterogeneous distributed systems.","author":"Abadi Mart'in","year":"2015"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1515\/jmc-2015-0016"},{"key":"e_1_3_2_2_3_1","unstructured":"Cloud Security Alliance. 2009. Security guidance for critical areas of focus in cloud computing. (2009). http:\/\/www.cloudsecurityalliance.org. Cloud Security Alliance. 2009. Security guidance for critical areas of focus in cloud computing. (2009). http:\/\/www.cloudsecurityalliance.org."},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/1755688.1755695"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/1161366.1161393"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-45239-0_4"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-32009-5_50"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/2090236.2090262"},{"key":"e_1_3_2_2_11_1","volume-title":"Annual International Cryptology Conference. Springer, 89--105","author":"Chaum David","year":"1992"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-78381-9_14"},{"key":"e_1_3_2_2_13_1","unstructured":"Jung Hee Cheon Andrey Kim Miran Kim and Yongsoo Song. 2016. Implementation of textHEAAN. (2016). https:\/\/github.com\/kimandrik\/HEAAN. Jung Hee Cheon Andrey Kim Miran Kim and Yongsoo Song. 2016. Implementation of textHEAAN. (2016). https:\/\/github.com\/kimandrik\/HEAAN."},{"key":"e_1_3_2_2_14_1","volume-title":"Advances in Cryptology--ASIACRYPT 2017: 23rd International Conference on the Theory and Application of Cryptology and Information Security","author":"Cheon Jung Hee"},{"key":"e_1_3_2_2_15_1","unstructured":"Francc ois Chollet etal 2015. Keras. (2015). https:\/\/github.com\/keras-team\/keras. Francc ois Chollet et al. 2015. Keras. (2015). https:\/\/github.com\/keras-team\/keras."},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.5555\/2033036.2033048"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"crossref","unstructured":"Daniel Demmler Thomas Schneider and Michael Zohner. 2015. textABY-A Framework for Efficient Mixed-Protocol Secure Two-Party Computation. In NDSS . Daniel Demmler Thomas Schneider and Michael Zohner. 2015. textABY-A Framework for Efficient Mixed-Protocol Secure Two-Party Computation. In NDSS .","DOI":"10.14722\/ndss.2015.23113"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1515\/tmmp-2016-0031"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2382196.2382250"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.5555\/1881412.1881445"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/1536414.1536440"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-32009-5_49"},{"key":"e_1_3_2_2_24_1","volume-title":"International Conference on Machine Learning. 201--210","author":"Gilad-Bachrach Ran","year":"2016"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-44371-2_31"},{"key":"e_1_3_2_2_26_1","volume-title":"Bootstrapping for HElib. Advances in Cryptology--EUROCRYPT","author":"Halevi Shai","year":"2015"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1186\/1472-6947-14-S1-S1"},{"key":"e_1_3_2_2_29_1","volume-title":"GAZELLE: A Low Latency Framework for Secure Neural Network Inference. In 27th USENIX Security Symposium (USENIX Security 18)","author":"Juvekar Chiraag","year":"2018"},{"key":"e_1_3_2_2_30_1","volume-title":"Private genome analysis through homomorphic encryption. BMC medical informatics and decision making","author":"Kim Miran","year":"2015"},{"key":"e_1_3_2_2_31_1","volume-title":"Secure Logistic Regression based on Homomorphic Encryption: Design and Evaluation. JMIR medical informatics","author":"Kim Miran","year":"2018"},{"key":"e_1_3_2_2_32_1","unstructured":"Alex Krizhevsky Ilya Sutskever and Geoffrey E Hinton. 2012. Imagenet classification with deep convolutional neural networks. In Advances in neural information processing systems. 1097--1105. Alex Krizhevsky Ilya Sutskever and Geoffrey E Hinton. 2012. Imagenet classification with deep convolutional neural networks. In Advances in neural information processing systems. 1097--1105."},{"key":"e_1_3_2_2_33_1","unstructured":"Yann LeCun. 1998. The MNIST database of handwritten digits. http:\/\/yann. lecun. com\/exdb\/mnist\/ (1998). Yann LeCun. 1998. The MNIST database of handwritten digits. http:\/\/yann. lecun. com\/exdb\/mnist\/ (1998)."},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134056"},{"key":"e_1_3_2_2_35_1","volume-title":"Nigel P Smart, and Frederik Vercauteren","author":"Makri Eleftheria","year":"2017"},{"key":"e_1_3_2_2_36_1","volume-title":"Deep learning for healthcare: review, opportunities and challenges. Brief. Bioinform. (May","author":"Miotto Riccardo","year":"2017"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-72359-4_18"},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.12"},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/2046660.2046682"},{"key":"e_1_3_2_2_41_1","doi-asserted-by":"publisher","DOI":"10.1186\/1687-417X-2007-037343"},{"key":"e_1_3_2_2_42_1","volume-title":"Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications. arXiv preprint arXiv:1801.03239","author":"Riazi M Sadegh","year":"2018"},{"key":"e_1_3_2_2_43_1","volume-title":"NTL: A library for doing number theory.","author":"Victor Shoup","year":"2001"},{"key":"e_1_3_2_2_44_1","volume-title":"Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556","author":"Simonyan Karen","year":"2014"},{"key":"e_1_3_2_2_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.186"},{"key":"e_1_3_2_2_47_1","volume-title":"Dov Fox, Chao Jiang, Kristin Lauter, and Others.","author":"Wang Shuang","year":"2017"},{"key":"e_1_3_2_2_49_1","doi-asserted-by":"publisher","DOI":"10.1002\/sec.1164"},{"key":"e_1_3_2_2_50_1","volume-title":"ADADELTA: an adaptive learning rate method. arXiv preprint arXiv:1212.5701","author":"Zeiler Matthew D","year":"2012"}],"event":{"name":"CCS '18: 2018 ACM SIGSAC Conference on Computer and Communications Security","location":"Toronto Canada","acronym":"CCS '18","sponsor":["SIGSAC ACM Special Interest Group on Security, Audit, and Control"]},"container-title":["Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3243734.3243837","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,10]],"date-time":"2023-01-10T06:04:02Z","timestamp":1673330642000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3243734.3243837"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,15]]},"references-count":43,"alternative-id":["10.1145\/3243734.3243837","10.1145\/3243734"],"URL":"https:\/\/doi.org\/10.1145\/3243734.3243837","relation":{},"subject":[],"published":{"date-parts":[[2018,10,15]]},"assertion":[{"value":"2018-10-15","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}