{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T04:39:36Z","timestamp":1781584776226,"version":"3.54.5"},"reference-count":20,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,11]]},"DOI":"10.1109\/nca.2018.8548317","type":"proceedings-article","created":{"date-parts":[[2018,11,29]],"date-time":"2018-11-29T23:47:51Z","timestamp":1543535271000},"page":"1-8","source":"Crossref","is-referenced-by-count":47,"title":["Deep Content: Unveiling Video Streaming Content from Encrypted WiFi Traffic"],"prefix":"10.1109","author":[{"given":"Ying","family":"Li","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yi","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Richard","family":"Xu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Suranga","family":"Seneviratne","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kanchana","family":"Thilakarathna","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adriel","family":"Cheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Darren","family":"Webb","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guillaume","family":"Jourjon","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/WINCOM.2016.7777224"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/PlatCon.2016.7456805"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSN.2016.7586590"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2012.11.050"},{"key":"ref14","author":"michael","year":"2017","journal-title":"Network traffic classification via neural networks"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0155781"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1049\/cce:19990304"},{"key":"ref17","article-title":"Deep packet: A novel approach for encrypted traffic classification using deep learning","volume":"abs 1709 2656","author":"lotfollahi","year":"2017","journal-title":"CoRR"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CCNC.2016.7444944"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8486211"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2677046.2677048"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/PST.2008.15"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CISDA.2009.5356528"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1109\/DISCEX.2000.821506","article-title":"Evaluating intrusion detection systems: The 1998 darpa offline intrusion detection evaluation","volume":"2","author":"lippmann","year":"2000","journal-title":"DARPA Information Survivability Conference and Exposition 2000 DISCEX'00 Proceedings"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273592"},{"key":"ref7","first-page":"21","article-title":"A deep learning approach for network intrusion detection system","volume":"15","author":"niyaz","year":"2015","journal-title":"Proceedings of the 9th EAI International Conference on Bio-inspired Information and Communications Technologies (Formerly BIONETICS) BICT-15"},{"key":"ref2","first-page":"1357","article-title":"Beauty and the burst: Remote identification of encrypted video streams","author":"schuster","year":"2017","journal-title":"26th USENIX Security Symposium (USENIX Security 17)"},{"key":"ref1","author":"gebhart","year":"2017","journal-title":"We're Halfway to Encrypting the Entire Web"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"1701","DOI":"10.3390\/s16101701","article-title":"A hybrid spectral clustering and deep neural network ensemble algorithm for intrusion detection in sensor networks","volume":"16","author":"ma","year":"2016","journal-title":"SENSORS"},{"key":"ref20","first-page":"20","author":"lecun","year":"2015","journal-title":"Lenet-5 convolutional neural networks"}],"event":{"name":"2018 IEEE 17th International Symposium on Network Computing and Applications (NCA)","location":"Cambridge, MA","start":{"date-parts":[[2018,11,1]]},"end":{"date-parts":[[2018,11,3]]}},"container-title":["2018 IEEE 17th International Symposium on Network Computing and Applications (NCA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8533540\/8548052\/08548317.pdf?arnumber=8548317","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T16:01:10Z","timestamp":1643299270000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8548317\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/nca.2018.8548317","relation":{},"subject":[],"published":{"date-parts":[[2018,11]]}}}