{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,19]],"date-time":"2026-05-19T15:05:43Z","timestamp":1779203143708,"version":"3.51.4"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"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":["61872254"],"award-info":[{"award-number":["61872254"]}],"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":["62162057"],"award-info":[{"award-number":["62162057"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Key Lab of Information Network Security of Ministry of Public Security","award":["C20606"],"award-info":[{"award-number":["C20606"]}]},{"DOI":"10.13039\/100012542","name":"Sichuan Science and Technology Program","doi-asserted-by":"publisher","award":["2021JDRC0004"],"award-info":[{"award-number":["2021JDRC0004"]}],"id":[{"id":"10.13039\/100012542","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Serv. Manage."],"published-print":{"date-parts":[[2024,6]]},"DOI":"10.1109\/tnsm.2024.3383851","type":"journal-article","created":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T19:44:16Z","timestamp":1712000656000},"page":"3583-3597","source":"Crossref","is-referenced-by-count":31,"title":["MTSecurity: Privacy-Preserving Malicious Traffic Classification Using Graph Neural Network and Transformer"],"prefix":"10.1109","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8357-6571","authenticated-orcid":false,"given":"Jin","family":"Yang","sequence":"first","affiliation":[{"name":"School of Cyber Science and Engineering, Sichuan University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2596-2201","authenticated-orcid":false,"given":"Xinyun","family":"Jiang","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Engineering, Sichuan University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-5180-3350","authenticated-orcid":false,"given":"Yulin","family":"Lei","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Engineering, Sichuan University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-2257-298X","authenticated-orcid":false,"given":"Weiheng","family":"Liang","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Engineering, Sichuan University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0617-6993","authenticated-orcid":false,"given":"Zicheng","family":"Ma","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Engineering, Sichuan University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2537-5055","authenticated-orcid":false,"given":"Siyu","family":"Li","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Engineering, Sichuan University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"HTTPS encryption on the Web","year":"2019"},{"key":"ref2","article-title":"Security outcomes report, volume 3.","year":"2019"},{"key":"ref3","volume-title":"The state of encrypted attacks","year":"2021"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.01.064"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2737970"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.3046876"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2021.102542"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ISI.2017.8004872"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOMW.2019.8845315"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-019-04030-2"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2021.107974"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3512217"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2021.3050608"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.09.024"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CSCWD54268.2022.9776097"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2046556.2046570"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2010.11929"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2022.3211254"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2022.3218843"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref22","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyana","year":"2014","journal-title":"arXiv:1409.1556"},{"key":"ref23","first-page":"6105","article-title":"EfficientNet: Rethinking model scaling for convolutional neural networks","volume-title":"Proc. Int. Conf. Mach. Lear.","author":"Tan"},{"key":"ref24","article-title":"Graph attention networks","author":"Veli\u010dkovi\u0107","year":"2017","journal-title":"arXiv:1710.10903"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1609.02907"},{"key":"ref26","first-page":"30","article-title":"Inductive representation learning on large graphs","volume-title":"Proc. 31st Conf. Neural Inf. Process. Syst.","author":"Hamilton"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICC42927.2021.9500546"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737507"},{"key":"ref30","volume-title":"Stratosphere Laboratory Datasets","year":"2020"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICOIN.2017.7899588"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2014.05.011"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2014.6848005"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2692682"},{"key":"ref35","article-title":"A guide to convolution arithmetic for deep learning","author":"Dumoulin","year":"2016","journal-title":"arXiv:1603.07285"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/547"},{"key":"ref37","first-page":"1","article-title":"Understanding and improving layer normalization","volume-title":"Proc. 33rd Conf. Neural Inf. Process. Syst.","author":"Xu"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2023.109652"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"}],"container-title":["IEEE Transactions on Network and Service Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4275028\/10599562\/10488091.pdf?arnumber=10488091","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,19]],"date-time":"2024-07-19T05:50:11Z","timestamp":1721368211000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10488091\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6]]},"references-count":39,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tnsm.2024.3383851","relation":{},"ISSN":["1932-4537","2373-7379"],"issn-type":[{"value":"1932-4537","type":"electronic"},{"value":"2373-7379","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,6]]}}}