{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,16]],"date-time":"2025-05-16T05:24:20Z","timestamp":1747373060059,"version":"3.28.0"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,8,1]],"date-time":"2020-08-01T00:00:00Z","timestamp":1596240000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,8,1]],"date-time":"2020-08-01T00:00:00Z","timestamp":1596240000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,8,1]],"date-time":"2020-08-01T00:00:00Z","timestamp":1596240000000},"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":[[2020,8]]},"DOI":"10.1109\/coins49042.2020.9191376","type":"proceedings-article","created":{"date-parts":[[2020,9,10]],"date-time":"2020-09-10T17:18:24Z","timestamp":1599758304000},"page":"1-6","source":"Crossref","is-referenced-by-count":3,"title":["Network Traffic Modeling For IoT-device Re-identification"],"prefix":"10.1109","author":[{"given":"Naji","family":"Najari","sequence":"first","affiliation":[]},{"given":"Samuel","family":"Berlemont","sequence":"additional","affiliation":[]},{"given":"Gregoire","family":"Lefebvre","sequence":"additional","affiliation":[]},{"given":"Stefan","family":"Duffner","sequence":"additional","affiliation":[]},{"given":"Christophe","family":"Garcia","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","first-page":"2177","article-title":"IoT SENTINEL: Automated device-type identification for security enforcement in IoT","author":"miettinen","year":"2017"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3266444.3266452"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcan.2017.10.002"},{"key":"ref13","article-title":"Peek-a-boo: I see your smart home activities, even encrypted!","author":"acar","year":"2018","journal-title":"arXiv 1808 02741 [cs]"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS.2012.6212000"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2017.1800132"},{"key":"ref16","article-title":"RNN-based generative model for fine-grained sketching","author":"jenal","year":"2019","journal-title":"CoRR"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.21236\/ADA282845"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/35.601746"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488598000094"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2504730.2504761"},{"journal-title":"DHCP Options and BOOTP Vendor Extensions","year":"0","author":"alexander","key":"ref3"},{"journal-title":"Nmap - Free Security Scanner for Network","year":"0","key":"ref6"},{"key":"ref5","article-title":"Remote physical device fingerprinting","author":"kohno","year":"2015","journal-title":"IEEE Symposium on Security and Privacy"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1109\/CCNC.2006.1592979","article-title":"Active fingerprinting of 802.11 devices by timing analysis","volume":"1","author":"sieka","year":"2006","journal-title":"CCNC 2006 2006 3rd IEEE Consumer Communications and Networking Conference 2006"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1352533.1352543"},{"journal-title":"AWS IoT Device Management Documentation","year":"0","key":"ref2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3019612.3019878"},{"journal-title":"Smart home statistics Growth of IoT devices","year":"2020","key":"ref1"},{"key":"ref20","first-page":"1735","volume":"9","author":"hochreiter","year":"1997","journal-title":"Long short term memory"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1214\/09-SS054"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2866249"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176344136"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1186\/1471-2105-7-91","article-title":"Bias in error estimation when using crossvalidation for model selection","volume":"7","author":"varma","year":"2006","journal-title":"BMC Bioinformatics"},{"key":"ref25","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"J Ournal of Machine Learning Research"}],"event":{"name":"2020 International Conference on Omni-layer Intelligent Systems (COINS)","start":{"date-parts":[[2020,8,31]]},"location":"Barcelona, Spain","end":{"date-parts":[[2020,9,2]]}},"container-title":["2020 International Conference on Omni-layer Intelligent Systems (COINS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9186550\/9191368\/09191376.pdf?arnumber=9191376","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T11:57:05Z","timestamp":1656331025000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9191376\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/coins49042.2020.9191376","relation":{},"subject":[],"published":{"date-parts":[[2020,8]]}}}