{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,8]],"date-time":"2026-01-08T09:07:20Z","timestamp":1767863240581,"version":"3.49.0"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,11,20]],"date-time":"2023-11-20T00:00:00Z","timestamp":1700438400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,11,20]],"date-time":"2023-11-20T00:00:00Z","timestamp":1700438400000},"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":[[2023,11,20]]},"DOI":"10.1109\/sin60469.2023.10474639","type":"proceedings-article","created":{"date-parts":[[2024,3,27]],"date-time":"2024-03-27T18:33:02Z","timestamp":1711564382000},"page":"1-8","source":"Crossref","is-referenced-by-count":1,"title":["A Comparative Performance Analysis of Android Malware Classification Using Supervised and Semi-supervised Deep Learning"],"prefix":"10.1109","author":[{"given":"Md Sharafat","family":"Hossain","sequence":"first","affiliation":[{"name":"Institute of Information and Communication Technology Bangladesh University of Engineering and Technology,Dhaka,Bangladesh"}]},{"given":"Md Delwar","family":"Hossain","sequence":"additional","affiliation":[{"name":"Division of Information Science Nara Institute of Science and Technology,Ikoma,Nara,Japan"}]},{"given":"Md Mahbubur","family":"Rahman","sequence":"additional","affiliation":[{"name":"Military Institute of Science and Technology,Department of Computer Science and Engineering,Dhaka,Bangladesh"}]},{"given":"Yuzo","family":"Taenaka","sequence":"additional","affiliation":[{"name":"Division of Information Science Nara Institute of Science and Technology,Ikoma,Nara,Japan"}]},{"given":"Md Saiful","family":"Islam","sequence":"additional","affiliation":[{"name":"Institute of Information and Communication Technology Bangladesh University of Engineering and Technology,Dhaka,Bangladesh"}]},{"given":"Youki","family":"Kadobayashi","sequence":"additional","affiliation":[{"name":"Division of Information Science Nara Institute of Science and Technology,Ikoma,Nara,Japan"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Smartphones - statistics & facts. Statista","author":"Laricchia","year":"2023"},{"key":"ref2","article-title":"Mobile cyberthreat report for 2022-securelist","volume-title":"Securelist","author":"SHISHKOVA","year":"2023"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2014.2386139"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/info14070374"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.iotcps.2023.03.001"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3390\/app122110755"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-72120-6_7"},{"key":"ref8","first-page":"101663","article-title":"Dl-droid: Deep learning based android malware detection using real devices","volume-title":"Computers & Security","volume":"89","author":"Alzaylaee","year":"2020"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-8563-8_25"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3442520.3442522"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-006-6226-1"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2022.102867"},{"key":"ref13","article-title":"Improved training of wasserstein gans","volume":"30","author":"Gulrajani","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref14","first-page":"37","article-title":"Autoencoders, unsupervised learning, and deep architectures","volume-title":"Proceedings of ICML workshop on unsupervised and transfer learning","author":"Baldi"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2022.109756"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/RDAAPS48126.2021.9452002"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/DASC-PICom-CBDCom-CyberSciTech49142.2020.00094"},{"key":"ref18","article-title":"Pseudo-label: The simple and efficient semi-supervised learning method for deep neural networks","volume-title":"ICML 2013 Workshop: Challenges in Representation Learning (WREPL)","author":"Lee","year":"2013"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2015.93"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CIDM.2013.6597222"},{"key":"ref21","article-title":"Semi-supervised classification for dynamic android malware detection","author":"Chen","year":"2017","journal-title":"ar Xiv preprint"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCKE50421.2020.9303689"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/engproc2023032006"},{"key":"ref24","article-title":"Andmal 2020","volume-title":"Canadian Institute for Cybersecurity","year":"2020"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/RDAAPS48126.2021.9452002"},{"key":"ref26","first-page":"70","article-title":"Didroid: Android malware classification and characterization using deep image learning","volume-title":"2020 the 10th International Conference on Communication and Network Security, ser. ICCNS 2020","author":"Rahali"},{"key":"ref27","article-title":"Learning from labeled and unlabeled data with label propagation","author":"Zhu","year":"2002","journal-title":"ProQuest Number: INFORMATION TO ALL USERS"},{"key":"ref28","article-title":"Learning with local and global consistency","volume":"16","author":"Zhou","year":"2003","journal-title":"Advances in neural information processing systems"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3194881"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICNC57223.2023.10074208"}],"event":{"name":"2023 16th International Conference on Security of Information and Networks (SIN)","location":"Jaipur, India","start":{"date-parts":[[2023,11,20]]},"end":{"date-parts":[[2023,11,21]]}},"container-title":["2023 16th International Conference on Security of Information and Networks (SIN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10474597\/10474609\/10474639.pdf?arnumber=10474639","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,28]],"date-time":"2024-03-28T20:33:31Z","timestamp":1711658011000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10474639\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,20]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/sin60469.2023.10474639","relation":{},"subject":[],"published":{"date-parts":[[2023,11,20]]}}}