{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T16:51:08Z","timestamp":1776444668167,"version":"3.51.2"},"reference-count":64,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001691","name":"Japan Society for the Promotion of Science (JSPS)\/Ministry of Education, Culture, Sports, Science, and Technology (MEXT) KAKENHI","doi-asserted-by":"publisher","award":["JP21H03444"],"award-info":[{"award-number":["JP21H03444"]}],"id":[{"id":"10.13039\/501100001691","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001691","name":"Japan Society for the Promotion of Science (JSPS)\/Ministry of Education, Culture, Sports, Science, and Technology (MEXT) KAKENHI","doi-asserted-by":"publisher","award":["JP21KK0178"],"award-info":[{"award-number":["JP21KK0178"]}],"id":[{"id":"10.13039\/501100001691","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3317266","type":"journal-article","created":{"date-parts":[[2023,9,19]],"date-time":"2023-09-19T18:17:23Z","timestamp":1695147443000},"page":"102727-102745","source":"Crossref","is-referenced-by-count":10,"title":["Detecting Malicious JavaScript Using Structure-Based Analysis of Graph Representation"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1606-1265","authenticated-orcid":false,"given":"Muhammad Fakhrur","family":"Rozi","sequence":"first","affiliation":[{"name":"National Institute of Information and Communications Technology, Koganei, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9616-3212","authenticated-orcid":false,"given":"Tao","family":"Ban","sequence":"additional","affiliation":[{"name":"National Institute of Information and Communications Technology, Koganei, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0965-0064","authenticated-orcid":false,"given":"Seiichi","family":"Ozawa","sequence":"additional","affiliation":[{"name":"Electrical and Electronics Engineering Department, Kobe University, Kobe, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7213-5834","authenticated-orcid":false,"given":"Akira","family":"Yamada","sequence":"additional","affiliation":[{"name":"Electrical and Electronics Engineering Department, Kobe University, Kobe, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6477-7770","authenticated-orcid":false,"given":"Takeshi","family":"Takahashi","sequence":"additional","affiliation":[{"name":"National Institute of Information and Communications Technology, Koganei, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sangwook","family":"Kim","sequence":"additional","affiliation":[{"name":"Electrical and Electronics Engineering Department, Kobe University, Kobe, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daisuke","family":"Inoue","sequence":"additional","affiliation":[{"name":"National Institute of Information and Communications Technology, Koganei, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/2914770.2837671"},{"key":"ref13","first-page":"1188","article-title":"Distributed representations of sentences and documents","author":"le","year":"2014","journal-title":"Proc 31st Int Conf Int Conf Mach Learn"},{"key":"ref56","year":"2021","journal-title":"Majestic"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.iot.2021.100357"},{"key":"ref59","article-title":"Understanding and resolving performance degradation in graph convolutional networks","author":"zhou","year":"2020","journal-title":"arXiv 2006 07107"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2021.102301"},{"key":"ref58","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"},{"key":"ref14","author":"cristianini","year":"2008","journal-title":"Support Vector Machines"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-59497-3_175"},{"key":"ref52","article-title":"Deep learning using rectified linear units (ReLU)","author":"fred agarap","year":"2018","journal-title":"arXiv 1803 08375"},{"key":"ref55","year":"2023","journal-title":"VirusTotal"},{"key":"ref11","article-title":"Semi-supervised classification with graph convolutional networks","author":"kipf","year":"2016","journal-title":"arXiv 1609 02907"},{"key":"ref54","year":"2023","journal-title":"Malicious javascript dataset"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2021.102218"},{"key":"ref17","first-page":"760","author":"kennedy","year":"2010","journal-title":"Particle Swarm Optimization"},{"key":"ref16","first-page":"267","author":"hinton","year":"2010","journal-title":"Deep Belief Nets"},{"key":"ref19","article-title":"Efficient estimation of word representations in vector space","author":"mikolov","year":"2013","journal-title":"arXiv 1301 3781 [cs]"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.32604\/cmc.2022.020389"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.3390\/app10176116"},{"key":"ref50","year":"2021","journal-title":"Esprima"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/2435349.2435364"},{"key":"ref45","article-title":"Caffeine monkey: Automated collection, detection and analysis of malicious JavaScript","author":"feinstein","year":"2007","journal-title":"Black Hat USA"},{"key":"ref48","year":"2023","journal-title":"JSON"},{"key":"ref47","article-title":"Abstract syntax tree implementation idioms","author":"jones","year":"2003","journal-title":"Proc 10th Conf Pattern Lang Programs (PLoP)"},{"key":"ref42","first-page":"727","article-title":"Detecting malicious websites based on JavaScript content analysis","author":"rozi","year":"2021","journal-title":"Proc Comput Secur Symp"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3390\/app122412916"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/MALWARE.2012.6461002"},{"key":"ref43","first-page":"65","article-title":"Malicious JavaScript detection by features extraction","volume":"8","author":"canfora","year":"2014","journal-title":"e-Inf Softw Eng J"},{"key":"ref49","year":"2021","journal-title":"The Estree Spec"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3359789.3359813"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2019.105721"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/app10103440"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-16946-6_39"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2018.05.010"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/93542.93574"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2874098"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2019.00086"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/24039.24041"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2022.102715"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1052"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207134"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.1995.598994"},{"key":"ref30","article-title":"Bidirectional LSTM-CRF models for sequence tagging","author":"huang","year":"2015","journal-title":"arXiv 1508 01991"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-92270-2_57"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-93411-2_14"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MALWARE.2009.5403020"},{"key":"ref1","year":"2021","journal-title":"Cross-Site Scripting"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/390013.808479"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/MILCOM47813.2019.9020870"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-6670(17)58451-7"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLC.2018.8527036"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/APSEC.2018.00051"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/fi14080217"},{"key":"ref64","article-title":"How powerful are graph neural networks?","author":"xu","year":"2019","journal-title":"arXiv 1810 00826"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref63","first-page":"1","article-title":"Graph attention networks","author":"velickovic","year":"2017","journal-title":"Proc 6th Int Conf Learn Represent"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2019.09.010"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2019.8851760"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1181"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.2991\/iccsee.2013.56"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2020.101764"},{"key":"ref60","first-page":"1025","article-title":"Inductive representation learning on large graphs","author":"hamilton","year":"2017","journal-title":"Proc 31st Int Conf Neural Inf Process Syst"},{"key":"ref62","first-page":"263","author":"furnkranz","year":"2010","journal-title":"Decision Trees"},{"key":"ref61","first-page":"713","author":"webb","year":"2010","journal-title":"Naíve Bayes"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10255646.pdf?arnumber=10255646","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,16]],"date-time":"2023-10-16T18:25:13Z","timestamp":1697480713000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10255646\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":64,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3317266","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}