{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,13]],"date-time":"2026-06-13T01:56:10Z","timestamp":1781315770997,"version":"3.54.1"},"reference-count":41,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2019,2,1]],"date-time":"2019-02-01T00:00:00Z","timestamp":1548979200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,2,1]],"date-time":"2019-02-01T00:00:00Z","timestamp":1548979200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,2,1]],"date-time":"2019-02-01T00:00:00Z","timestamp":1548979200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,2,1]],"date-time":"2019-02-01T00:00:00Z","timestamp":1548979200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["OAC-1541105"],"award-info":[{"award-number":["OAC-1541105"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CNS-1446621"],"award-info":[{"award-number":["CNS-1446621"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CNS-CNS-1524634"],"award-info":[{"award-number":["CNS-CNS-1524634"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Commun."],"published-print":{"date-parts":[[2019,2]]},"DOI":"10.1109\/tcomm.2018.2878025","type":"journal-article","created":{"date-parts":[[2018,10,25]],"date-time":"2018-10-25T21:16:02Z","timestamp":1540502162000},"page":"1371-1387","source":"Crossref","is-referenced-by-count":129,"title":["Deep Learning for Signal Authentication and Security in Massive Internet-of-Things Systems"],"prefix":"10.1109","volume":"67","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1353-3685","authenticated-orcid":false,"given":"Aidin","family":"Ferdowsi","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2247-2458","authenticated-orcid":false,"given":"Walid","family":"Saad","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","author":"heinrich","year":"2016","journal-title":"Deep reinforcement learning from self-play in imperfect-information games"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2550218"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600363CM"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638947"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2018.2829773"},{"key":"ref30","first-page":"1551","article-title":"Application of mellin transform features for robust ultrasonic guided wave structural health monitoring","author":"harley","year":"2011","journal-title":"Proc AIP Conf"},{"key":"ref37","first-page":"805","article-title":"Fictitious self-play in extensive-form games","author":"heinrich","year":"2015","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s00453-002-0989-y"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2015.2451994"},{"key":"ref34","author":"ba?ar","year":"1998","journal-title":"Dynamic Noncooperative Game Theory"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2015.7120011"},{"key":"ref40","author":"fridman","year":"2018","journal-title":"Deeptraffic Driving fast through dense traffic with deep reinforcement learning"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ISNE.2014.6839375"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/WoWMoM.2016.7523532"},{"key":"ref13","first-page":"309","article-title":"Identity authentication and capability based access control (IACAC) for the Internet of Things","volume":"1","author":"mahalle","year":"2014","journal-title":"J Cyber Security and Mobility"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2014.03.009"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.7452265"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MCS.2014.2364724"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2016.2575064"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2017.8263914"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ECC.2016.7810627"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2011.2179276"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2015.2437951"},{"key":"ref27","first-page":"107","article-title":"A highly robust audio fingerprinting system","author":"haitsma","year":"2002","journal-title":"Proc 3rd Int Conf Music Inf Retr (ISMIR)"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2743077"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"2233","DOI":"10.1109\/TII.2014.2300753","article-title":"Internet of Things in industries: A survey","volume":"10","author":"da xu","year":"2014","journal-title":"IEEE Trans Ind Informat"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1006\/acha.1995.1019"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2016.2531652"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSEE.2012.373"},{"key":"ref7","author":"ali","year":"2018","journal-title":"Fast uplink grant for machine type communications Challenges and opportunities"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2016.1500284WC"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2466548"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2018.8422728"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/PERCOMW.2017.7917634"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1002\/spe.2420"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2012.6384464"},{"key":"ref24","author":"chen","year":"2017","journal-title":"Machine learning for wireless networks with artificial intelligence A tutorial on neural networks"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"529","DOI":"10.1038\/nature14236","article-title":"Human-level control through deep reinforcement learning","volume":"518","author":"mnih","year":"2015","journal-title":"Nature"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2016.11.031"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2003.809385"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/IBCAST.2014.6778179"}],"container-title":["IEEE Transactions on Communications"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielaam\/26\/8642462\/8509635-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/26\/8642462\/08509635.pdf?arnumber=8509635","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:58:16Z","timestamp":1657745896000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8509635\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,2]]},"references-count":41,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tcomm.2018.2878025","relation":{},"ISSN":["0090-6778","1558-0857"],"issn-type":[{"value":"0090-6778","type":"print"},{"value":"1558-0857","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,2]]}}}