{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T13:46:47Z","timestamp":1762004807401,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":46,"publisher":"ACM","license":[{"start":{"date-parts":[[2016,7,18]],"date-time":"2016-07-18T00:00:00Z","timestamp":1468800000000},"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":[[2016,7,18]]},"DOI":"10.1145\/2939918.2939931","type":"proceedings-article","created":{"date-parts":[[2016,7,15]],"date-time":"2016-07-15T18:37:18Z","timestamp":1468607838000},"page":"147-158","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":12,"title":["More Semantics More Robust"],"prefix":"10.1145","author":[{"given":"Wei","family":"Chen","sequence":"first","affiliation":[{"name":"University of Edinburgh, Edinburgh, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Aspinall","sequence":"additional","affiliation":[{"name":"University of Edinburgh, Edinburgh, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrew D.","family":"Gordon","sequence":"additional","affiliation":[{"name":"Microsoft Research Cambridge & University of Edinburgh, Cambridge & Edinburgh, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Charles","family":"Sutton","sequence":"additional","affiliation":[{"name":"University of Edinburgh, Edinburgh, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Igor","family":"Muttik","sequence":"additional","affiliation":[{"name":"Intel Security, Aylesbury, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2016,7,18]]},"reference":[{"volume-title":"http:\/\/www.malgenomeproject.org\/","year":"2012","key":"e_1_3_2_1_1_1","unstructured":"Malware Genome Project. http:\/\/www.malgenomeproject.org\/ , 2012 . Malware Genome Project. http:\/\/www.malgenomeproject.org\/, 2012."},{"volume-title":"http:\/\/www.symantec.com\/security_response\/","year":"2015","key":"e_1_3_2_1_2_1","unstructured":"Symantec security response. http:\/\/www.symantec.com\/security_response\/ , 2015 . Symantec security response. http:\/\/www.symantec.com\/security_response\/, 2015."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-04283-1_6"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-15618-7_5"},{"issue":"3","key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1080\/00031305.1992.10475879","article-title":"An introduction to kernel and Nearest-Neighbor nonparametric regression","volume":"46","author":"Altman N. S.","year":"1992","unstructured":"N. S. Altman . An introduction to kernel and Nearest-Neighbor nonparametric regression . The American Statistician , 46 ( 3 ): 175 -- 185 , 1992 . N. S. Altman. An introduction to kernel and Nearest-Neighbor nonparametric regression. The American Statistician, 46(3):175--185, 1992.","journal-title":"The American Statistician"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/0890-5401(87)90052-6"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2014.23247"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2594291.2594299"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/2382196.2382222"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/1866307.1866317"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.5555\/1939399.1939416"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1561\/2200000006"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TC.1972.5009015"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2462096.2462100"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"e_1_3_2_1_17_1","volume-title":"Semi-Supervised Learning","author":"Chapelle O.","year":"2010","unstructured":"O. Chapelle , B. Schlkopf , and A. Zien . Semi-Supervised Learning . The MIT Press , 2010 . O. Chapelle, B. Schlkopf, and A. Zien. Semi-Supervised Learning. The MIT Press, 2010."},{"key":"e_1_3_2_1_18_1","volume-title":"NDSS","author":"Chen K. Z.","year":"2013","unstructured":"K. Z. Chen Contextual policy enforcement in Android applications with permission event graphs . In NDSS , 2013 . K. Z. Chen et al. Contextual policy enforcement in Android applications with permission event graphs. In NDSS, 2013."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-33693-0_21"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556464.2556467"},{"key":"e_1_3_2_1_21_1","volume-title":"USENIX Security Symposium","author":"Enck W.","year":"2011","unstructured":"W. Enck , D. Octeau , P. McDaniel , and S. Chaudhuri . A study of Android application security . In USENIX Security Symposium , 2011 . W. Enck, D. Octeau, P. McDaniel, and S. Chaudhuri. A study of Android application security. In USENIX Security Symposium, 2011."},{"key":"e_1_3_2_1_22_1","first-page":"9","article-title":"Liblinear: A library for large linear classification","author":"Fan R.-E.","year":"2008","unstructured":"R.-E. Fan Liblinear: A library for large linear classification . J. Mach. Learn. Res. , 9 , 2008 . R.-E. Fan et al. Liblinear: A library for large linear classification. J. Mach. Learn. Res., 9, 2008.","journal-title":"J. Mach. Learn. Res."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/2046707.2046779"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2010.11"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1006\/jcss.1997.1504"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2517312.2517315"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2568225.2568276"},{"key":"e_1_3_2_1_28_1","first-page":"2015","article-title":"Monitoring real android malware","author":"Kuester J.-C.","year":"2015","unstructured":"J.-C. Kuester and A. Bauer . Monitoring real android malware . In Runtime Verification 2015 , 2015 . J.-C. Kuester and A. Bauer. Monitoring real android malware. In Runtime Verification 2015, 2015.","journal-title":"Runtime Verification"},{"key":"e_1_3_2_1_29_1","volume-title":"Some methods for classification and analysis of multivariate observations","author":"MacQueen J.","year":"1967","unstructured":"J. MacQueen . Some methods for classification and analysis of multivariate observations , 1967 . J. MacQueen. Some methods for classification and analysis of multivariate observations, 1967."},{"key":"e_1_3_2_1_30_1","volume-title":"http:\/\/www.mcafee.com\/uk\/threat-center.aspx","author":"McAfee Threat Center","year":"2015","unstructured":"McAfee Threat Center . http:\/\/www.mcafee.com\/uk\/threat-center.aspx , 2015 . McAfee Threat Center. http:\/\/www.mcafee.com\/uk\/threat-center.aspx, 2015."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2078195"},{"key":"e_1_3_2_1_32_1","volume-title":"Programs for Machine Learning","author":"Quinlan J. R.","year":"1993","unstructured":"J. R. Quinlan . C4.5 : Programs for Machine Learning . Morgan Kaufmann Publishers Inc ., 1993 . J. R. Quinlan. C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers Inc., 1993."},{"key":"e_1_3_2_1_33_1","volume-title":"European Workshop on System Security","author":"Reina A.","year":"2013","unstructured":"A. Reina , A. Fattori , and L. Cavallaro . A system call-centric analysis and stimulation technique to automatically reconstruct Android malware behaviors . In European Workshop on System Security , 2013 . A. Reina, A. Fattori, and L. Cavallaro. A system call-centric analysis and stimulation technique to automatically reconstruct Android malware behaviors. In European Workshop on System Security, 2013."},{"key":"e_1_3_2_1_34_1","volume-title":"Information Retrieval. Butterworth-Heinemann","author":"Rijsbergen C. J. V.","year":"1979","unstructured":"C. J. V. Rijsbergen . Information Retrieval. Butterworth-Heinemann , 2 nd edition, 1979 . C. J. V. Rijsbergen. Information Retrieval. Butterworth-Heinemann, 2nd edition, 1979.","edition":"2"},{"key":"e_1_3_2_1_35_1","first-page":"1409","article-title":"A statistical method for evaluating systematic relationships","volume":"38","author":"Sokal R. R.","year":"1958","unstructured":"R. R. Sokal and C. D. Michener . A statistical method for evaluating systematic relationships . University of Kansas Science Bulletin , 38 : 1409 -- 1438 , 1958 . R. R. Sokal and C. D. Michener. A statistical method for evaluating systematic relationships. University of Kansas Science Bulletin, 38:1409--1438, 1958.","journal-title":"University of Kansas Science Bulletin"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10207-014-0250-0"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-77242-4","volume-title":"Support Vector Machines","author":"Steinwart I.","year":"2008","unstructured":"I. Steinwart and A. Christmann . Support Vector Machines . Springer , 2008 . I. Steinwart and A. Christmann. Support Vector Machines. Springer, 2008."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.07.106"},{"key":"e_1_3_2_1_39_1","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","volume":"58","author":"Tibshirani R.","year":"1994","unstructured":"R. Tibshirani . Regression shrinkage and selection via the lasso . Journal of the Royal Statistical Society, Series B , 58 : 267 -- 288 , 1994 . R. Tibshirani. Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society, Series B, 58:267--288, 1994.","journal-title":"Journal of the Royal Statistical Society, Series B"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/2660267.2660357"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/566171.566212"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-11203-9_10"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/AINA.2013.88"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/2660267.2660359"},{"key":"e_1_3_2_1_45_1","first-page":"321","volume-title":"Advances in Neural Information Processing Systems 16","author":"Zhou D.","year":"2004","unstructured":"D. Zhou Learning with local and global consistency . In Advances in Neural Information Processing Systems 16 , pages 321 -- 328 , 2004 . D. Zhou et al. Learning with local and global consistency. In Advances in Neural Information Processing Systems 16, pages 321--328, 2004."},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2012.16"}],"event":{"name":"WiSec'16: 9th ACM Conference on Security & Privacy in Wireless and Mobile Networks","sponsor":["SIGSAC ACM Special Interest Group on Security, Audit, and Control","SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing"],"location":"Darmstadt Germany","acronym":"WiSec'16"},"container-title":["Proceedings of the 9th ACM Conference on Security & Privacy in Wireless and Mobile Networks"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2939918.2939931","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2939918.2939931","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:56:05Z","timestamp":1750222565000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2939918.2939931"}},"subtitle":["Improving Android Malware Classifiers"],"short-title":[],"issued":{"date-parts":[[2016,7,18]]},"references-count":46,"alternative-id":["10.1145\/2939918.2939931","10.1145\/2939918"],"URL":"https:\/\/doi.org\/10.1145\/2939918.2939931","relation":{},"subject":[],"published":{"date-parts":[[2016,7,18]]},"assertion":[{"value":"2016-07-18","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}