{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T20:31:15Z","timestamp":1730233875452,"version":"3.28.0"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,5,1]],"date-time":"2020-05-01T00:00:00Z","timestamp":1588291200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,5,1]],"date-time":"2020-05-01T00:00:00Z","timestamp":1588291200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,5,1]],"date-time":"2020-05-01T00:00:00Z","timestamp":1588291200000},"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":[[2020,5]]},"DOI":"10.1109\/icccs49078.2020.9118435","type":"proceedings-article","created":{"date-parts":[[2020,6,16]],"date-time":"2020-06-16T17:44:02Z","timestamp":1592329442000},"page":"424-430","source":"Crossref","is-referenced-by-count":2,"title":["Classification of Discrete Sequential Protocol Messages Based on LSTM Network and Transfer Learning"],"prefix":"10.1109","author":[{"given":"Qing","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yonghui","family":"Ju","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chang","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2019.2899085"},{"key":"ref11","first-page":"29","article-title":"Classification of encrypted traffic for applications based on statistical features","volume":"10","author":"mahdavi","year":"2018","journal-title":"ISC International Journal of Information Security"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2018.03.005"},{"key":"ref13","article-title":"Bientropy-the approximate entropy of a finite binary string","author":"croll","year":"2013","journal-title":"arXiv preprint arXiv 1305 0954"},{"journal-title":"Transfer of Learning","year":"2019","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref16","first-page":"3320","article-title":"How transferable are features in deep neural networks","volume":"2","author":"yosinski","year":"2014","journal-title":"The 27th International Conference on Neural Information Processing Systems"},{"key":"ref17","article-title":"deep domain confusion: maximizing for domain invariance","author":"tzeng","year":"2014","journal-title":"Arxiv preprint arXiv 1412 3474"},{"key":"ref18","first-page":"97","article-title":"Learning transferable features with deep adaptation networks","volume":"37","author":"long","year":"2015","journal-title":"The 32nd International Conference on International Conference on Machine Learning"},{"key":"ref19","first-page":"2208","article-title":"Deep transfer learning with joint adaptation networks","volume":"70","author":"long","year":"2017","journal-title":"Proceedings of the 34th International Conference on Machine Learning"},{"key":"ref4","first-page":"380","article-title":"Encrypted data stream recognition based on data randomness and elm","volume":"44","author":"zhou","year":"2017","journal-title":"Computer Science"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-20305-3_14"},{"key":"ref6","first-page":"655","article-title":"Identification method of encrypted traffic based on support vector machine","volume":"47","author":"cheng","year":"2017","journal-title":"Journal of Southeast University (Natural Science Edition)"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-29814-6_23"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ISI.2017.8004872"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-56549-1_5"},{"key":"ref2","first-page":"3443","article-title":"New method to improve identification rate of encrypted bit stream in data link layer","volume":"32","author":"xing","year":"2015","journal-title":"Application Research of Computers"},{"key":"ref1","first-page":"954","article-title":"Automatic protocol format signature construction algorithm based on discrete series protocol message","volume":"37","author":"li","year":"2017","journal-title":"Journal of Computer Applications"},{"key":"ref9","first-page":"1","article-title":"Deep packet: a novel approach for encrypted traffic classification using deep learning","author":"lotfollahi","year":"2017","journal-title":"Soft Computing"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-16145-3_7"},{"journal-title":"The Mid-Atlantic Collegiate Cyber Defense Competition (MACCDC)","year":"2019","key":"ref22"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2012.2219591"},{"journal-title":"The unreasonable effectiveness of recurrent neural networks","year":"2019","key":"ref24"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2018.8621990"}],"event":{"name":"2020 5th International Conference on Computer and Communication Systems (ICCCS)","start":{"date-parts":[[2020,5,15]]},"location":"Shanghai, China","end":{"date-parts":[[2020,5,18]]}},"container-title":["2020 5th International Conference on Computer and Communication Systems (ICCCS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9114888\/9118408\/09118435.pdf?arnumber=9118435","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T20:24:06Z","timestamp":1656361446000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9118435\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,5]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/icccs49078.2020.9118435","relation":{},"subject":[],"published":{"date-parts":[[2020,5]]}}}