{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T11:26:58Z","timestamp":1762342018624,"version":"3.28.0"},"reference-count":25,"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\/bigdata55660.2022.10020534","type":"proceedings-article","created":{"date-parts":[[2023,1,26]],"date-time":"2023-01-26T19:35:23Z","timestamp":1674761723000},"page":"6540-6546","source":"Crossref","is-referenced-by-count":7,"title":["A Visualized Malware Detection Framework with CNN and Conditional GAN"],"prefix":"10.1109","author":[{"given":"Fang","family":"Wang","sequence":"first","affiliation":[{"name":"Khalifa University,C2PS, Department of Electrical Engineering and Computer Science,Abu Dhabi,United Arab Emirates"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hussam","family":"Al Hamadi","sequence":"additional","affiliation":[{"name":"University of Dubai,College of Engineering and IT,Dubai,UAE"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ernesto","family":"Damiani","sequence":"additional","affiliation":[{"name":"Khalifa University,C2PS, Department of Electrical Engineering and Computer Science,Abu Dhabi,United Arab Emirates"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/2016904.2016908"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-017-1110-2"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2016.151"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2018.8622324"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/NICS48868.2019.9023876"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s11416-018-0323-0"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2020.101748"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2020.03.012"},{"article-title":"Imbalanced malware images classification: a cnn based approach","year":"2017","author":"Yue","key":"ref9"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/e23030344"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TrustCom.2016.0163"},{"key":"ref12","article-title":"Generative adversarial nets","volume":"27","author":"Goodfellow","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.04.092"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-8991-9_29"},{"article-title":"TensorFlow: Large-scale machine learning on heterogeneous systems","year":"2015","author":"Abadi","key":"ref15"},{"article-title":"Keras","year":"2015","author":"Chollet","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2901739.2903508"},{"article-title":"An introduction to convolutional neural networks","year":"2015","author":"O\u2019Shea","key":"ref19"},{"article-title":"Deep learning using rectified linear units (relu)","year":"2018","author":"Agarap","key":"ref20"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.10.013"},{"article-title":"Conditional generative adversarial nets","year":"2014","author":"Mirza","key":"ref22"},{"issue":"5","key":"ref23","first-page":"2","article-title":"Conditional generative adversarial nets for convolutional face generation","volume":"2014","author":"Gauthier","year":"2014","journal-title":"Class project for Stanford CS231N: convolutional neural networks for visual recognition, Winter semester"},{"article-title":"Very deep convolutional networks for large-scale image recognition","year":"2014","author":"Simonyan","key":"ref24"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.5555\/2999134.2999257"}],"event":{"name":"2022 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2022,12,17]]},"location":"Osaka, Japan","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\/10020534.pdf?arnumber=10020534","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T07:42:08Z","timestamp":1707810128000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10020534\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,17]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/bigdata55660.2022.10020534","relation":{},"subject":[],"published":{"date-parts":[[2022,12,17]]}}}