{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T16:24:16Z","timestamp":1772555056682,"version":"3.50.1"},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T00:00:00Z","timestamp":1671235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T00:00:00Z","timestamp":1671235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,12,17]]},"DOI":"10.1109\/bigdata55660.2022.10020505","type":"proceedings-article","created":{"date-parts":[[2023,1,26]],"date-time":"2023-01-26T19:35:23Z","timestamp":1674761723000},"page":"6528-6533","source":"Crossref","is-referenced-by-count":3,"title":["Performance Enhancement of Malware Classifiers Using Generative Adversarial Networks"],"prefix":"10.1109","author":[{"given":"Donghwa","family":"Shin","sequence":"first","affiliation":[{"name":"KakaoBank,Division of Research and Development,Seongnam-si,South Korea,13529"}]},{"given":"Daehee","family":"Han","sequence":"additional","affiliation":[{"name":"KakaoBank,Division of Research and Development,Seongnam-si,South Korea,13529"}]},{"given":"Sunghyon","family":"Kyeong","sequence":"additional","affiliation":[{"name":"KakaoBank,Division of Big-Data Analytics,Seongnam-si,South Korea,13529"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.11.004"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2020.10.004"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-021-04149-2"},{"issue":"20","key":"ref4","first-page":"825","article-title":"Credit card fraud detection using machine learning models and collating machine learning models","volume":"118","author":"Khare","year":"2018","journal-title":"Int. J. Pure Appl. Math."},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.01.057"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.06.108"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.08.062"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2020.107262"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/IRI.2018.00018"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1.11192"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2011.01.017"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2015.10.031"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.fss.2014.01.015"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-019-01332-y"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.114582"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2022.07.145"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-021-00414-0"},{"key":"ref18","doi-asserted-by":"crossref","DOI":"10.1201\/9780367805302","volume-title":"Classification","author":"Gordon","year":"1999"},{"key":"ref19","article-title":"Ctab-gan: Effective table data synthesizing","volume-title":"presented at the 13th Asian Conf. on Machine Learning","author":"Zhao"},{"key":"ref20","article-title":"Modeling tabular data using conditional gan","volume":"32","author":"Xu","year":"2019","journal-title":"Adv. Neural Inf. Process Syst."},{"key":"ref21","article-title":"Good semi-supervised learning that requires a bad gan","volume":"30","author":"Dai","year":"2017","journal-title":"Adv. Neural Inf. Process Syst."},{"key":"ref22","doi-asserted-by":"crossref","DOI":"10.1145\/2901739.2903508","article-title":"AndroZoo: Collecting Millions of Android Apps for the Research Community","volume-title":"presented at the 13th Int. Conf. on Mining Software Repositories","author":"Allix"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33011286"},{"key":"ref24","article-title":"Synthesizing tabular data using generative adversarial networks","author":"Xu","year":"2018"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA.2016.49"},{"key":"ref26","article-title":"CTAB-GAN Git repo","author":"Zhao"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/info9070149"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICSSIT48917.2020.9214206"}],"event":{"name":"2022 IEEE International Conference on Big Data (Big Data)","location":"Osaka, Japan","start":{"date-parts":[[2022,12,17]]},"end":{"date-parts":[[2022,12,20]]}},"container-title":["2022 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10020192\/10020156\/10020505.pdf?arnumber=10020505","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T08:00:23Z","timestamp":1707811223000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10020505\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,17]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/bigdata55660.2022.10020505","relation":{},"subject":[],"published":{"date-parts":[[2022,12,17]]}}}