{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T16:05:26Z","timestamp":1772899526014,"version":"3.50.1"},"reference-count":80,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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":["62402053"],"award-info":[{"award-number":["62402053"]}],"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":["62227805"],"award-info":[{"award-number":["62227805"]}],"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":["62502042"],"award-info":[{"award-number":["62502042"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["2025KYQD17(BUPT)"],"award-info":[{"award-number":["2025KYQD17(BUPT)"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Sci. Eng."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tnse.2026.3664905","type":"journal-article","created":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T20:59:04Z","timestamp":1771966744000},"page":"7118-7137","source":"Crossref","is-referenced-by-count":0,"title":["Enhancing Intrusion Detection via Interpretable Inter-Flow Spatio-Temporal Graphs and Intra-Flow Features"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0362-4551","authenticated-orcid":false,"given":"Xiaowei","family":"Zhao","sequence":"first","affiliation":[{"name":"Department of Electronic Engineering, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2896-4595","authenticated-orcid":false,"given":"Mingshu","family":"He","sequence":"additional","affiliation":[{"name":"Department of Cyberspace Security, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liu","family":"Yang","sequence":"additional","affiliation":[{"name":"College of Robotics, Beijing Union University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5362-3445","authenticated-orcid":false,"given":"Jianjin","family":"Zhao","sequence":"additional","affiliation":[{"name":"Department of Cyberspace Security, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3490-963X","authenticated-orcid":false,"given":"Xiaojuan","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Cyberspace Security, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.114170"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-021-10037-9"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-019-03970-z"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/app15095002"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2024.107064"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3332284"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2023.109999"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2025.104256"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-025-11346-z"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3460120.3484585"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3460120.3484762"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2025.108215"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/tnse.2022.3157730"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2737970"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3208196"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.3046876"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/tetci.2019.2961157"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2023.05.010"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/NaNA56854.2022.00044"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2022.109084"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2018.2871719"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2023.3289206"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/tnse.2025.3548411"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/icca51439.2020.9264406"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/electronics14040778"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/tnsm.2020.2971776"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/tdsc.2023.3242134"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737507"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2024.23081"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3360039"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ISI.2017.8004872"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2020.107258"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCS52626.2021.9449280"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539085"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2024.3441763"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i4.25674"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/tnse.2024.3483216"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.1900426"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00026"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.2995133"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3416746"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/access.2019.2959131"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3390\/sym16010042"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2022.3191312"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/access.2023.3324878"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2025.103222"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2025.128089"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOMWKSHPS50562.2020.9162891"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/tnse.2021.3109644"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2023.3300521"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2022.102842"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12102313"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/bigcom61073.2023.00012"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2024.110403"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2022.3216603"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/SP46214.2022.9833670"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/HPCC-DSS-SmartCity-DependSys53884.2021.00087"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS54832.2022.9812882"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539314"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2019.2940675"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/tifs.2025.3613971"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/tnsm.2024.3479150"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2962018"},{"key":"ref65","article-title":"PPT-GNN: A practical pre-trained temporal graph neural network for intrusion detection","author":"Langendonck","year":"2024"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CNS62487.2024.10735668"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/d14-1181"},{"key":"ref68","article-title":"Text understanding from scratch","author":"Zhang","year":"2016"},{"key":"ref69","article-title":"Graph attention networks","author":"Velikovi","journal-title":"Proc. 6th Int. Conf. Learn. Representations"},{"key":"ref70","first-page":"3734","article-title":"Self-attention graph pooling","volume-title":"Proc. 36th Int. Conf. Mach. Learn.","volume":"97","author":"Lee","year":"2019"},{"key":"ref71","first-page":"4202","article-title":"Understanding attention and generalization in graph neural networks","volume-title":"Proc. 33rd Int. Conf. Neural Inf. Process. Syst.","author":"Knyazev","year":"2019"},{"key":"ref72","article-title":"Empirical evaluation of rectified activations in convolutional network","author":"Xu","year":"2015"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/tnet.2022.3215507"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/CCST.2019.8888419"},{"key":"ref75","article-title":"MQTT-IoT-Ids2020: MQTT Internet of Things intrusion detection dataset","author":"Hindy","year":"2020","journal-title":"IEEE Dataport"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.iot.2024.101351"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.5220\/0006639801080116"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-23020-2_5"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.3390\/info16060499"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-96-5597-7_7"}],"container-title":["IEEE Transactions on Network Science and Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488902\/11264281\/11408371.pdf?arnumber=11408371","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T21:02:39Z","timestamp":1772830959000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11408371\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":80,"URL":"https:\/\/doi.org\/10.1109\/tnse.2026.3664905","relation":{},"ISSN":["2327-4697","2334-329X"],"issn-type":[{"value":"2327-4697","type":"electronic"},{"value":"2334-329X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}