{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,25]],"date-time":"2026-01-25T04:06:18Z","timestamp":1769313978797,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":28,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,3,16]],"date-time":"2020-03-16T00:00:00Z","timestamp":1584316800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,3,16]]},"DOI":"10.1145\/3375708.3380316","type":"proceedings-article","created":{"date-parts":[[2020,3,12]],"date-time":"2020-03-12T20:19:43Z","timestamp":1584044383000},"page":"61-69","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":9,"title":["Privacy-preserving SVM on Outsourced Genomic Data via Secure Multi-party Computation"],"prefix":"10.1145","author":[{"given":"Huajie","family":"Chen","sequence":"first","affiliation":[{"name":"University of T\u00fcbingen, T\u00fcebingen, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ali Burak","family":"\u00dcnal","sequence":"additional","affiliation":[{"name":"University of T\u00fcbingen, T\u00fcebingen, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mete","family":"Akg\u00fcn","sequence":"additional","affiliation":[{"name":"University Hospital T\u00fcebingen, T\u00fcebingen, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nico","family":"Pfeifer","sequence":"additional","affiliation":[{"name":"University of T\u00fcbingen &amp; Max Planck Institute for Informatics, T\u00fcebingen, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,3,16]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btv255"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.5555\/646756.705383"},{"key":"e_1_3_2_1_3_1","volume-title":"Applications of machine learning in cancer prediction and prognosis. Cancer informatics","author":"Cruz Joseph A","year":"2006","unstructured":"Joseph A Cruz and David S Wishart . 2006. Applications of machine learning in cancer prediction and prognosis. Cancer informatics , Vol. 2 ( 2006 ), 117693510600200030. Joseph A Cruz and David S Wishart. 2006. Applications of machine learning in cancer prediction and prognosis. Cancer informatics , Vol. 2 (2006), 117693510600200030."},{"key":"e_1_3_2_1_4_1","volume-title":"ABY - A Framework for Efficient Mixed-Protocol Secure Two-Party Computation . February","author":"Demmler Daniel","year":"2015","unstructured":"Daniel Demmler , Thomas Schneider , and Michael Zohner . 2015. ABY - A Framework for Efficient Mixed-Protocol Secure Two-Party Computation . February ( 2015 ), 8--11. https:\/\/doi.org\/10.14722\/ndss.2015.23113 10.14722\/ndss.2015.23113 Daniel Demmler, Thomas Schneider, and Michael Zohner. 2015. ABY - A Framework for Efficient Mixed-Protocol Secure Two-Party Computation . February (2015), 8--11. https:\/\/doi.org\/10.14722\/ndss.2015.23113"},{"key":"e_1_3_2_1_5_1","unstructured":"T. Dierks and E. Rescorla. 2008. The Transport Layer Security (TLS) Protocol Version 1.2 . RFC 5246 (Proposed Standard). http:\/\/www.ietf.org\/rfc\/rfc5246.txt Updated by RFCs 5746 5878 6176.  T. Dierks and E. Rescorla. 2008. The Transport Layer Security (TLS) Protocol Version 1.2 . RFC 5246 (Proposed Standard). http:\/\/www.ietf.org\/rfc\/rfc5246.txt Updated by RFCs 5746 5878 6176."},{"key":"e_1_3_2_1_6_1","volume-title":"Proceedings of the 33nd International Conference on Machine Learning, ICML 2016","author":"Gilad-Bachrach Ran","year":"2016","unstructured":"Ran Gilad-Bachrach , Nathan Dowlin , Kim Laine , Kristin E. Lauter , Michael Naehrig , and John Wernsing . 2016 . CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy . In Proceedings of the 33nd International Conference on Machine Learning, ICML 2016 , New York City, NY, USA, June 19--24 , 2016 . 201--210. http:\/\/proceedings.mlr.press\/v48\/gilad-bachrach16.html Ran Gilad-Bachrach, Nathan Dowlin, Kim Laine, Kristin E. Lauter, Michael Naehrig, and John Wernsing. 2016. CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy. In Proceedings of the 33nd International Conference on Machine Learning, ICML 2016, New York City, NY, USA, June 19--24, 2016 . 201--210. http:\/\/proceedings.mlr.press\/v48\/gilad-bachrach16.html"},{"key":"e_1_3_2_1_7_1","volume-title":"Proceedings of the Nineteenth Annual ACM Symposium on Theory of Computing","author":"Goldreich O.","unstructured":"O. Goldreich , S. Micali , and A. Wigderson . 1987. How to Play ANY Mental Game . In Proceedings of the Nineteenth Annual ACM Symposium on Theory of Computing ( New York, New York, USA) (STOC '87). ACM, New York, NY, USA, 218--229. https:\/\/doi.org\/10.1145\/28395.28420 10.1145\/28395.28420 O. Goldreich, S. Micali, and A. Wigderson. 1987. How to Play ANY Mental Game. In Proceedings of the Nineteenth Annual ACM Symposium on Theory of Computing (New York, New York, USA) (STOC '87). ACM, New York, NY, USA, 218--229. https:\/\/doi.org\/10.1145\/28395.28420"},{"key":"e_1_3_2_1_8_1","volume-title":"Information Security and Cryptology - ICISC 2012 - 15th International Conference","author":"Graepel Thore","year":"2012","unstructured":"Thore Graepel , Kristin E. Lauter , and Michael Naehrig . 2012. ML Confidential: Machine Learning on Encrypted Data . In Information Security and Cryptology - ICISC 2012 - 15th International Conference , Seoul, Korea , November 28--30, 2012 , Revised Selected Papers . 1--21. https:\/\/doi.org\/10.1007\/978--3--642--37682--5_1 10.1007\/978--3--642--37682--5_1 Thore Graepel, Kristin E. Lauter, and Michael Naehrig. 2012. ML Confidential: Machine Learning on Encrypted Data. In Information Security and Cryptology - ICISC 2012 - 15th International Conference, Seoul, Korea, November 28--30, 2012, Revised Selected Papers. 1--21. https:\/\/doi.org\/10.1007\/978--3--642--37682--5_1"},{"key":"e_1_3_2_1_9_1","volume-title":"World Automation Congress 2012 . IEEE, 1--4.","author":"Han Shunjie","year":"2012","unstructured":"Shunjie Han , Cao Qubo , and Han Meng . 2012 . Parameter selection in SVM with RBF kernel function . In World Automation Congress 2012 . IEEE, 1--4. Shunjie Han, Cao Qubo, and Han Meng. 2012. Parameter selection in SVM with RBF kernel function. In World Automation Congress 2012 . IEEE, 1--4."},{"key":"e_1_3_2_1_10_1","volume-title":"CryptoDL: Deep Neural Networks over Encrypted Data. CoRR","author":"Hesamifard Ehsan","year":"2017","unstructured":"Ehsan Hesamifard , Hassan Takabi , and Mehdi Ghasemi . 2017. CryptoDL: Deep Neural Networks over Encrypted Data. CoRR , Vol. abs\/ 1711 .05189 ( 2017 ). arxiv: 1711.05189 http:\/\/arxiv.org\/abs\/1711.05189 Ehsan Hesamifard, Hassan Takabi, and Mehdi Ghasemi. 2017. CryptoDL: Deep Neural Networks over Encrypted Data. CoRR , Vol. abs\/1711.05189 (2017). arxiv: 1711.05189 http:\/\/arxiv.org\/abs\/1711.05189"},{"key":"e_1_3_2_1_11_1","volume-title":"IBM Workshop on Cryptography and Security in Clouds. 15--16","author":"Kamara Seny","year":"2011","unstructured":"Seny Kamara and Mariana Raykova . 2011 . Secure outsourced computation in a multi-tenant cloud . In IBM Workshop on Cryptography and Security in Clouds. 15--16 . Seny Kamara and Mariana Raykova. 2011. Secure outsourced computation in a multi-tenant cloud. In IBM Workshop on Cryptography and Security in Clouds. 15--16."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.5555\/2590614.2590617"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3243734.3243760"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.12"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-41483-6_20"},{"key":"e_1_3_2_1_16_1","first-page":"187","article-title":"How To Exchange Secrets with Oblivious Transfer","volume":"2005","author":"Rabin Michael O.","year":"1981","unstructured":"Michael O. Rabin . 1981 . How To Exchange Secrets with Oblivious Transfer . IACR Cryptology ePrint Archive , Vol. 2005 (1981), 187 . Michael O. Rabin. 1981. How To Exchange Secrets with Oblivious Transfer. IACR Cryptology ePrint Archive , Vol. 2005 (1981), 187.","journal-title":"IACR Cryptology ePrint Archive"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"crossref","unstructured":"Thomas Schneider and Oleksandr Tkachenko. 2019 a. EPISODE: Efficient Privacy-PreservIng Similar Sequence Queries on Outsourced Genomic DatabasEs. ASIACCS.  Thomas Schneider and Oleksandr Tkachenko. 2019 a. EPISODE: Efficient Privacy-PreservIng Similar Sequence Queries on Outsourced Genomic DatabasEs. ASIACCS.","DOI":"10.1145\/3321705.3329800"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3321705.3329800"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1007\/11564126_30"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-30619-9_4"},{"key":"e_1_3_2_1_21_1","volume-title":"CANS 2019, Fuzhou, China, October 25 - 27, 2019, Proceedings .","author":"\u00dcnal Ali Burak","year":"2019","unstructured":"Ali Burak \u00dcnal , Mete Akg\u00fc n, and Nico Pfeifer . 2019 . A framework for a fast privacy preserving calculation of non-linear kernels for machine learning applications in precision medicine. In Cryptology and Network Security - 17th International Conference , CANS 2019, Fuzhou, China, October 25 - 27, 2019, Proceedings . Ali Burak \u00dcnal, Mete Akg\u00fc n, and Nico Pfeifer. 2019. A framework for a fast privacy preserving calculation of non-linear kernels for machine learning applications in precision medicine. In Cryptology and Network Security - 17th International Conference, CANS 2019, Fuzhou, China, October 25 - 27, 2019, Proceedings ."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-007-0073-7"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.2478\/popets-2019-0035"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.5555\/1382436.1382751"},{"key":"#cr-split#-e_1_3_2_1_25_1.1","doi-asserted-by":"crossref","unstructured":"Hwanjo Yu Jaideep Vaidya and Xiaoqian Jiang. 2006. Privacy-preserving SVM classification on vertically partitioned data . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 3918 LNAI (2006) 647--656. https:\/\/doi.org\/10.1007\/11731139_74 10.1007\/11731139_74","DOI":"10.1007\/11731139_74"},{"key":"#cr-split#-e_1_3_2_1_25_1.2","doi-asserted-by":"crossref","unstructured":"Hwanjo Yu Jaideep Vaidya and Xiaoqian Jiang. 2006. Privacy-preserving SVM classification on vertically partitioned data . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 3918 LNAI (2006) 647--656. https:\/\/doi.org\/10.1007\/11731139_74","DOI":"10.1007\/11731139_74"},{"key":"#cr-split#-e_1_3_2_1_26_1.1","doi-asserted-by":"crossref","unstructured":"Jun Zhang Xin Wang Siu-Ming Yiu Zoe L. Jiang and Jin Li. 2017. Secure Dot Product of Outsourced Encrypted Vectors and its Application to SVM . (2017) 75--82. https:\/\/doi.org\/10.1145\/3055259.3055270 10.1145\/3055259.3055270","DOI":"10.1145\/3055259.3055270"},{"key":"#cr-split#-e_1_3_2_1_26_1.2","doi-asserted-by":"crossref","unstructured":"Jun Zhang Xin Wang Siu-Ming Yiu Zoe L. Jiang and Jin Li. 2017. Secure Dot Product of Outsourced Encrypted Vectors and its Application to SVM . (2017) 75--82. https:\/\/doi.org\/10.1145\/3055259.3055270","DOI":"10.1145\/3055259.3055270"}],"event":{"name":"CODASPY '20: Tenth ACM Conference on Data and Application Security and Privacy","location":"New Orleans LA USA","acronym":"CODASPY '20","sponsor":["SIGSAC ACM Special Interest Group on Security, Audit, and Control"]},"container-title":["Proceedings of the Sixth International Workshop on Security and Privacy Analytics"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3375708.3380316","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3375708.3380316","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:38:15Z","timestamp":1750199895000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3375708.3380316"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,3,16]]},"references-count":28,"alternative-id":["10.1145\/3375708.3380316","10.1145\/3375708"],"URL":"https:\/\/doi.org\/10.1145\/3375708.3380316","relation":{},"subject":[],"published":{"date-parts":[[2020,3,16]]},"assertion":[{"value":"2020-03-16","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}