{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T15:29:06Z","timestamp":1783438146623,"version":"3.54.6"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"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. Netw. Serv. Manage."],"published-print":{"date-parts":[[2023,6]]},"DOI":"10.1109\/tnsm.2022.3215681","type":"journal-article","created":{"date-parts":[[2022,11,3]],"date-time":"2022-11-03T21:39:41Z","timestamp":1667511581000},"page":"2086-2095","source":"Crossref","is-referenced-by-count":37,"title":["Malicious DNS Tunnel Tool Recognition Using Persistent DoH Traffic Analysis"],"prefix":"10.1109","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3598-2393","authenticated-orcid":false,"given":"Rikima","family":"Mitsuhashi","sequence":"first","affiliation":[{"name":"Information Technology Center, The University of Tokyo, Tokyo, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2967-5557","authenticated-orcid":false,"given":"Yong","family":"Jin","sequence":"additional","affiliation":[{"name":"Global Scientific Information and Computing Center, Tokyo Institute of Technology, Tokyo, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4880-3315","authenticated-orcid":false,"given":"Katsuyoshi","family":"Iida","sequence":"additional","affiliation":[{"name":"Information Initiative Center, Hokkaido University, Sapporo, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7016-7696","authenticated-orcid":false,"given":"Takahiro","family":"Shinagawa","sequence":"additional","affiliation":[{"name":"Information Technology Center, The University of Tokyo, Tokyo, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9678-0499","authenticated-orcid":false,"given":"Yoshiaki","family":"Takai","sequence":"additional","affiliation":[{"name":"Information Initiative Center, The University of Tokyo, Tokyo, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.2197\/ipsjjip.28.112"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1587\/transcom.2017ITP0009"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2021.108322"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CSCloud-EdgeCom49738.2020.00023"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCNT49239.2020.9225357"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-91356-4_13"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2897795.2897804"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3425329.3425336"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CIS52066.2020.00086"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9378418"},{"key":"ref50","year":"2022","journal-title":"Nginx"},{"key":"ref46","year":"2022","journal-title":"Kaggle"},{"key":"ref45","first-page":"191","article-title":"Competitive analysis of the top gradient boosting machine learning algorithms","author":"shyam","year":"2020","journal-title":"Proc 2nd Int Conf Adv Comput Commun Control Netw (ICACCCN)"},{"key":"ref48","year":"2022","journal-title":"LightGBM's documentation"},{"key":"ref47","year":"2022","journal-title":"XGBoost Parameters XGBoost Documentation"},{"key":"ref42","first-page":"785","article-title":"XGBoost: A scalable tree boosting system","author":"tianqi","year":"2016","journal-title":"Proc ACM SIGKDD Int Conf Knowl Discov Data Min"},{"key":"ref41","year":"2022","journal-title":"DoHlyzer"},{"key":"ref44","first-page":"1","article-title":"CatBoost: Unbiased boosting with categorical features","volume":"31","author":"prokhorenkova","year":"2018","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref43","first-page":"1","article-title":"LightGBM: A highly efficient gradient boosting decision tree","volume":"30","author":"ke","year":"2017","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref49","year":"2022","journal-title":"CatBoost Documentation"},{"key":"ref8","year":"2022","journal-title":"doh-client"},{"key":"ref7","year":"2022","journal-title":"DNSCrypt"},{"key":"ref9","first-page":"1","article-title":"Encrypted DNS ? privacy?","author":"siby","year":"2020","journal-title":"Proc Netw Distrib Syst Security (NDSS) Symp 2020"},{"key":"ref4","year":"2022","journal-title":"Cloudflare Tunnel (Cloudflared)"},{"key":"ref3","year":"2022","journal-title":"DNS on IOS v14 in Apple Developer Forums"},{"key":"ref6","year":"2022","journal-title":"DNS Over HTTPS Proxy"},{"key":"ref5","year":"2022","journal-title":"DNS over HTTPS"},{"key":"ref40","year":"2022","journal-title":"The DoH-tunnel-traffic-HKD dataset"},{"key":"ref35","year":"2022","journal-title":"DNScat"},{"key":"ref34","year":"2022","journal-title":"Dns2tcp"},{"key":"ref37","year":"2022","journal-title":"TCP-over-DNS"},{"key":"ref36","year":"2022","journal-title":"iodine"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI50451.2021.9660136"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/3ICT51146.2020.9312004"},{"key":"ref33","first-page":"1903","article-title":"Generalized classification of DNS over HTTPS traffic with deep learning","author":"gonzalez casanova","year":"2021","journal-title":"Proc Asia-Pacific Signal Inf Process Assoc Annu Summit Conf (APSIPA ASC)"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3113294"},{"key":"ref2","year":"2021","journal-title":"How to enable DNS over HTTPS on windows 11"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.17487\/RFC8484"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-01244-0_5"},{"key":"ref38","year":"2022","journal-title":"tuns"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3407023.3409192"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TrustCom50675.2020.00044"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/EuroSP51992.2021.00026"},{"key":"ref25","year":"2022","journal-title":"Amazon Alexa Voice AI"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICICCS51141.2021.9432279"},{"key":"ref22","year":"2022","journal-title":"dnstt"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3473604.3474563"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/DASC-PICom-CBDCom-CyberSciTech49142.2020.00026"},{"key":"ref27","year":"2022","journal-title":"CIRA-CIC-DoHBrw-2020"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3465481.3470089"}],"container-title":["IEEE Transactions on Network and Service Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4275028\/10168539\/09924534.pdf?arnumber=9924534","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,17]],"date-time":"2023-07-17T17:44:52Z","timestamp":1689615892000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9924534\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6]]},"references-count":50,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tnsm.2022.3215681","relation":{},"ISSN":["1932-4537","2373-7379"],"issn-type":[{"value":"1932-4537","type":"electronic"},{"value":"2373-7379","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,6]]}}}