{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T16:10:10Z","timestamp":1774541410015,"version":"3.50.1"},"reference-count":65,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2023,3,15]],"date-time":"2023-03-15T00:00:00Z","timestamp":1678838400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,3,15]],"date-time":"2023-03-15T00:00:00Z","timestamp":1678838400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,3,15]],"date-time":"2023-03-15T00:00:00Z","timestamp":1678838400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100010418","name":"Institute for Information and Communications Technology Promotion","doi-asserted-by":"publisher","award":["2020-0-00374"],"award-info":[{"award-number":["2020-0-00374"]}],"id":[{"id":"10.13039\/501100010418","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2023,3,15]]},"DOI":"10.1109\/jiot.2022.3221930","type":"journal-article","created":{"date-parts":[[2022,11,15]],"date-time":"2022-11-15T20:43:13Z","timestamp":1668544993000},"page":"5447-5460","source":"Crossref","is-referenced-by-count":10,"title":["From Attack to Identification: MEMS Sensor Fingerprinting Using Acoustic Signals"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5216-0266","authenticated-orcid":false,"given":"Sunwoo","family":"Lee","sequence":"first","affiliation":[{"name":"Graduate School of Information Security, Korea University, Seoul, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0692-2543","authenticated-orcid":false,"given":"Dong Hoon","family":"Lee","sequence":"additional","affiliation":[{"name":"Graduate School of Information Security, Korea University, Seoul, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Amazon\u2019s drone delivery launches in the U.K","year":"2021"},{"key":"ref2","volume-title":"Can you use an Iphone\u2019s internal microphone for acoustic testing and accurate recordings?","year":"2022"},{"key":"ref3","volume-title":"Could your robot be spying on you?","year":"2021"},{"key":"ref4","volume-title":"Counterfeit mobile devices\u2014More than just a security risk","year":"2021"},{"key":"ref5","volume-title":"Keysight N9310A RF signal generator","year":"2021"},{"key":"ref6","volume-title":"Portable ultrasonic power amplifier","year":"2021"},{"key":"ref7","volume-title":"Preparation and prevention vs insider threats","year":"2021"},{"key":"ref8","volume-title":"Robocop, Las Vegas apartments see success from crime-fighting robot patrolling complex","year":"2021"},{"key":"ref9","volume-title":"Smart city drone delivery: Droneup, community, connectivity, and convenience","year":"2021"},{"key":"ref10","volume-title":"Ultrasonic dynamic speaker VIFA","year":"2021"},{"key":"ref11","volume-title":"Watch a starbucks customer receive their drink order via a flying drone that lowers the delivery from the sky","year":"2021"},{"key":"ref12","volume-title":"Worst case scenario: The criminal use of drones","year":"2021"},{"key":"ref13","volume-title":"Your roomba is also gathering data about the layout of your home","year":"2021"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30115-8_7"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3001836"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.1424949"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2527317.2527319"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2694487"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/s16060818"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.173"},{"key":"ref21","article-title":"Mobile device identification via sensor fingerprinting","volume-title":"arXiv:1408.1416","author":"Bojinov","year":"2014"},{"issue":"1","key":"ref22","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","article-title":"Random forests","volume":"45","author":"Breiman","year":"2001","journal-title":"Mach. Learn."},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/1409944.1409959"},{"key":"ref24","article-title":"On determining smartphone microphone directivity with application to beamforming","author":"Brinkman","year":"2015"},{"key":"ref25","first-page":"199","article-title":"Physical-layer identification of RFID devices","volume-title":"Proc. USENIX Security Symp.","author":"Danev"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2016.23390"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2014.23059"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1029\/2000RS002345"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.5220\/0005946702070214"},{"issue":"4","key":"ref30","first-page":"42","article-title":"An overview of classification algorithms for imbalanced datasets","volume":"2","author":"Ganganwar","year":"2012","journal-title":"Int. J. Emerg. Technol. Adv. Eng."},{"key":"ref31","first-page":"13","article-title":"Detection of transient in radio frequency fingerprinting using signal phase","author":"Hall","year":"2003","journal-title":"Wireless Opt. Commun."},{"issue":"2","key":"ref32","first-page":"230","article-title":"Fountainhead and uniqueness of RF fingerprint","volume":"39","author":"Honglin","year":"2009","journal-title":"J. Southeast Univ. Nat. Sci. Ed."},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/VETECF.2008.291"},{"key":"ref34","first-page":"1","article-title":"Automatic extraction of secrets from the transistor jungle using laser-assisted side-channel attacks","volume-title":"Proc. 30th USENIX Security Symp.","author":"Krachenfels"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/243199.243277"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCN49398.2020.9209643"},{"key":"ref37","first-page":"1053","article-title":"Gyrophone: Recognizing speech from gyroscope signals","volume-title":"Proc. 23rd USENIX Security Symp.","author":"Michalevsky"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1080\/01449290410001669914"},{"key":"ref39","article-title":"Macro F1 and macro F1","volume-title":"arXiv:1911.03347","author":"Opitz","year":"2019"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2010.56"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/SECCOM.2007.4550352"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2010.5506229"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.256"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-60876-1_1"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2011.2162949"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/JRFID.2020.2968369"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3177751"},{"key":"ref48","first-page":"881","article-title":"Rocking drones with intentional sound noise on gyroscopic sensors","volume-title":"Proc. 24th USENIX Security Symp.","author":"Son"},{"key":"ref49","first-page":"9","article-title":"Physical unclonable functions for device authentication and secret key generation","volume-title":"Proc. 44th ACM\/IEEE Design Autom. Conf.","author":"Suh"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2008.ECP.421"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CJECE.2004.1532524"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1049\/el:20040160"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3131408"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/WESCAN.1995.494069"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/EuroSP.2017.42"},{"key":"ref56","first-page":"1545","article-title":"Injected and delivered: Fabricating implicit control over actuation systems by spoofing inertial sensors","volume-title":"Proc. 27th USENIX Security Symp.","author":"Tu"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1049\/el:20057769"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CJECE.2007.364330"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.5555\/3277203.3277277"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.4324\/9780429273872"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/2976749.2978295"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2010.5683789"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-014-2265-2"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1145\/1859995.1860035"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1002\/wcm.1196"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/10061500\/09951057.pdf?arnumber=9951057","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T02:58:33Z","timestamp":1706756313000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9951057\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,3,15]]},"references-count":65,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2022.3221930","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,3,15]]}}}