{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T16:18:14Z","timestamp":1774023494226,"version":"3.50.1"},"reference-count":53,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2023,10,1]],"date-time":"2023-10-01T00:00:00Z","timestamp":1696118400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,10,1]],"date-time":"2023-10-01T00:00:00Z","timestamp":1696118400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,10,1]],"date-time":"2023-10-01T00:00:00Z","timestamp":1696118400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62225105"],"award-info":[{"award-number":["62225105"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61871048"],"award-info":[{"award-number":["61871048"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62102099"],"award-info":[{"award-number":["62102099"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U22A2054"],"award-info":[{"award-number":["U22A2054"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Advanced Research Program in the 14th Five-Year Plan","award":["JZX6Y202211010822"],"award-info":[{"award-number":["JZX6Y202211010822"]}]},{"name":"Guangzhou Basic Research Program","award":["2023A04J1699"],"award-info":[{"award-number":["2023A04J1699"]}]},{"DOI":"10.13039\/501100001381","name":"National Research Foundation, Singapore","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001381","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008629","name":"Info-communications Media Development Authority","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100008629","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001445","name":"DSO National Laboratories under the AI Singapore Program","doi-asserted-by":"publisher","award":["AISG2-RP-2020-019"],"award-info":[{"award-number":["AISG2-RP-2020-019"]}],"id":[{"id":"10.13039\/501100001445","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Energy Research Test-Bed and Industry Partnership"},{"name":"Energy Grid (EG) 2.0 Program"},{"name":"DesCartes through the Campus for Research Excellence and Technological Enterprise (CREATE) Program"},{"name":"MOE Tier 1","award":["RG87\/22"],"award-info":[{"award-number":["RG87\/22"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Select. Areas Commun."],"published-print":{"date-parts":[[2023,10]]},"DOI":"10.1109\/jsac.2023.3310072","type":"journal-article","created":{"date-parts":[[2023,8,30]],"date-time":"2023-08-30T17:23:41Z","timestamp":1693416221000},"page":"3293-3305","source":"Crossref","is-referenced-by-count":56,"title":["When Moving Target Defense Meets Attack Prediction in Digital Twins: A Convolutional and Hierarchical Reinforcement Learning Approach"],"prefix":"10.1109","volume":"41","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3366-7640","authenticated-orcid":false,"given":"Tao","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Software Engineering, Beijing Jiaotong University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1467-1086","authenticated-orcid":false,"given":"Changqiao","family":"Xu","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Beijing Jiaotong University, Beijing, China"}]},{"given":"Yibo","family":"Lian","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Beijing Jiaotong University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2999-0901","authenticated-orcid":false,"given":"Haijiang","family":"Tian","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Beijing Jiaotong University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8218-3490","authenticated-orcid":false,"given":"Jiawen","family":"Kang","sequence":"additional","affiliation":[{"name":"School of Automation, Guangdong University of Technology, Guangzhou, China"}]},{"given":"Xiaohui","family":"Kuang","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Beijing Jiaotong University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7442-7416","authenticated-orcid":false,"given":"Dusit","family":"Niyato","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2963791"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ETFA45728.2021.9613545"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3190556"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2982955"},{"key":"ref53","year":"2022","journal-title":"Iperf3 A TCP UDP and SCTP Network Bandwidth Measurement Tool"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2013.19"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MCOMSTD.011.2100004"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2938885"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3065680"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3198507"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2897018"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3047840"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1088\/1751-8113\/40\/11\/005"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.5220\/0006639801080116"},{"key":"ref46","year":"2022","journal-title":"Ryu Sdn Framework"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CNSM.2015.7367387"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2023.3237604"},{"key":"ref47","doi-asserted-by":"crossref","DOI":"10.25080\/TCWV9851","article-title":"Exploring network structure, dynamics, and function using NetworkX","author":"hagberg","year":"2008"},{"key":"ref42","article-title":"Proximal policy optimization algorithms","author":"schulman","year":"2017","journal-title":"arXiv 1707 06347"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2959181"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3087227"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3228558"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3079510"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3208773"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3198273"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2000343"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118346"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3171465"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2862350"},{"key":"ref40","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1002\/ett.4594"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2022.102696"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3135885"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1002\/ett.4632"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/2995272.2995281"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM46510.2021.9685193"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/IPCCC47392.2019.8958761"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC48107.2020.9148371"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3042421"},{"key":"ref1","year":"2021","journal-title":"Why IoT Changes Everything?"},{"key":"ref39","first-page":"3111","article-title":"Distributed representations of words and phrases and their compositionality","author":"mikolov","year":"2013","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2020.3001227"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3055937"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3098029"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2467358"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.05.076"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1002\/ett.4516"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3090909"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2953364"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TrustCom\/BigDataSE.2018.00088"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2016.7524602"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TrustCom\/BigDataSE.2019.00046"}],"container-title":["IEEE Journal on Selected Areas in Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/49\/10297956\/10234402.pdf?arnumber=10234402","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,27]],"date-time":"2024-10-27T05:59:48Z","timestamp":1730008788000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10234402\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10]]},"references-count":53,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/jsac.2023.3310072","relation":{},"ISSN":["0733-8716","1558-0008"],"issn-type":[{"value":"0733-8716","type":"print"},{"value":"1558-0008","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,10]]}}}