{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T05:48:10Z","timestamp":1776750490587,"version":"3.51.2"},"reference-count":46,"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"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans.Inform.Forensic Secur."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tifs.2026.3683528","type":"journal-article","created":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T19:35:39Z","timestamp":1776108939000},"page":"3960-3972","source":"Crossref","is-referenced-by-count":0,"title":["LitCVit: A Lightweight Self-Supervised Contrastive Vision Transformer for Encrypted Malicious Traffic Detection"],"prefix":"10.1109","volume":"21","author":[{"given":"Mehr Un","family":"Nisa","sequence":"first","affiliation":[{"name":"Department of Computer Science, Cyber Intelligence Laboratory, Information Technology University, Lahore, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1034-0140","authenticated-orcid":false,"given":"Adnan Noor","family":"Mian","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Cyber Intelligence Laboratory, Information Technology University, Lahore, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3565-7390","authenticated-orcid":false,"given":"Mubashir Husain","family":"Rehmani","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Munster Technological University, Cork, Ireland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"issue":"1","key":"ref1","first-page":"1","article-title":"Navigating the cyber security landscape: A comprehensive review of cyber-attacks, emerging trends, and recent developments","volume":"190","author":"Mallick","year":"2024","journal-title":"World Sci. News"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2025.3526605"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3208196"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/OJVT.2024.3422253"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2025.3545541"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3512217"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2023.3300521"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2023.3335253"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3718958.3750498"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICNP61940.2024.10858503"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/SP61157.2025.00102"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.11591\/ijece.v13i6.pp6904-6912"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-023-03516-0"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2737970"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2018.23204"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2022.3195871"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s11416-017-0306-6"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10922-024-09847-3"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICOIN.2017.7899588"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2021.108117"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2021.3071441"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3342716"},{"key":"ref23","article-title":"NetFound: Foundation model for network security","author":"Guthula","year":"2023","journal-title":"arXiv:2310.17025"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2022.3215507"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.23919\/ITUK50268.2020.9303204"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2024.110598"},{"key":"ref27","article-title":"TrafficGPT: Breaking the token barrier for efficient long traffic analysis and generation","author":"Qu","year":"2024","journal-title":"arXiv:2403.05822"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i15.33748"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3607199.3607206"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICNP61940.2024.10858569"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2024.110973"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3719027.3765143"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/SP61157.2025.00165"},{"key":"ref34","article-title":"An image is worth 16\u00d716 words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2020","journal-title":"arXiv:2010.11929"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73661-2_5"},{"key":"ref36","article-title":"Linformer: Self-attention with linear complexity","author":"Wang","year":"2020","journal-title":"arXiv:2006.04768"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3265177"},{"key":"ref39","first-page":"8792","article-title":"Generalized cross entropy loss for training deep neural networks with noisy labels","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"31","author":"Zhang"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/PST55820.2022.9851966"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/GCWkshps56602.2022.10008647"},{"key":"ref43","volume-title":"Stratosphere Malware Capture Facility Project Datasets","year":"2025"},{"key":"ref44","article-title":"IoT-23: A labeled dataset with malicious and benign IoT network traffic","author":"Garcia","year":"2020"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3319213"},{"issue":"4","key":"ref46","first-page":"90","article-title":"Payload encoding representation from transformer for encrypted traffic classification","volume":"19","author":"He","year":"2021","journal-title":"ZTE Commun."}],"container-title":["IEEE Transactions on Information Forensics and Security"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10206\/11313711\/11480891.pdf?arnumber=11480891","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T05:20:45Z","timestamp":1776748845000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11480891\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":46,"URL":"https:\/\/doi.org\/10.1109\/tifs.2026.3683528","relation":{},"ISSN":["1556-6013","1556-6021"],"issn-type":[{"value":"1556-6013","type":"print"},{"value":"1556-6021","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}