{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,30]],"date-time":"2025-12-30T07:07:20Z","timestamp":1767078440568,"version":"3.48.0"},"reference-count":33,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T00:00:00Z","timestamp":1763164800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T00:00:00Z","timestamp":1763164800000},"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":[[2025,11,15]]},"DOI":"10.1109\/ipccc66453.2025.11304658","type":"proceedings-article","created":{"date-parts":[[2025,12,29]],"date-time":"2025-12-29T18:36:35Z","timestamp":1767033395000},"page":"1-8","source":"Crossref","is-referenced-by-count":0,"title":["TrafficBM: A Dual-Modality Pre-Training Framework for Network Traffic Classification"],"prefix":"10.1109","author":[{"given":"Minxin","family":"Wang","sequence":"first","affiliation":[{"name":"College of Computer Science and Technology, National University of Defense Technology,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junhong","family":"Liao","sequence":"additional","affiliation":[{"name":"School of Electronic Science and Engineering, Nanjing University,Nanjing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinshu","family":"Su","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, National University of Defense Technology,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ziling","family":"Wei","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, National University of Defense Technology,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuhui","family":"Chen","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, National University of Defense Technology,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhengpeng","family":"Li","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, National University of Defense Technology,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Biying","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, National University of Defense Technology,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"\\{CATO\\}:\\{End-to-End\\} optimization of \\{ML-Based\\} traffic analysis pipelines","volume-title":"Proc. of NSDI","author":"Wan","year":"2025"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2017.8258487"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3439950"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3512217"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2829988.2787502"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/1198255.1198257"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2883147"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2019.1800819"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i1.32050"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.02007"},{"key":"ref11","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"Proc. of ICML. PmLR","author":"Radford","year":"2021"},{"journal-title":"Improving language understanding by generative pre-training","year":"2018","author":"Radford","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/SP61157.2025.00102"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICNP61940.2024.10858569"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i4.25674"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i15.33748"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01553"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2020.24412"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/EuroSP.2016.40"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737507"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2021.3050608"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3607199.3607206"},{"journal-title":"Netgpt: Generative pretrained transformer for network traffic","year":"2023","author":"Meng","key":"ref23"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6289079"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/bxad076"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.5220\/0005740704070414"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.5220\/0006105602530262"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/DASC-PICom-CBDCom-CyberSciTech49142.2020.00026"},{"journal-title":"An international view of privacy risks for mobile apps","year":"2019","author":"Ren","key":"ref29"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICOIN.2017.7899588"},{"journal-title":"DataCon Open Dataset - DataCon2020 Encrypted Malicious Traffic Dataset","year":"2021","key":"ref31"},{"volume-title":"DataCon Open Dataset - DataCon2021 Encrypted Proxy Traffic Dataset","year":"2021","key":"ref32"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/PST55820.2022.9851966"}],"event":{"name":"2025 IEEE International Performance, Computing, and Communications Conference (IPCCC)","start":{"date-parts":[[2025,11,15]]},"location":"Austin, TX, USA","end":{"date-parts":[[2025,11,23]]}},"container-title":["2025 IEEE International Performance, Computing, and Communications Conference (IPCCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11304598\/11304625\/11304658.pdf?arnumber=11304658","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,30]],"date-time":"2025-12-30T07:05:17Z","timestamp":1767078317000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11304658\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,15]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/ipccc66453.2025.11304658","relation":{},"subject":[],"published":{"date-parts":[[2025,11,15]]}}}