{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T16:21:23Z","timestamp":1784132483908,"version":"3.55.0"},"reference-count":38,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,6,1]],"date-time":"2020-06-01T00:00:00Z","timestamp":1590969600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,6,1]],"date-time":"2020-06-01T00:00:00Z","timestamp":1590969600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,6,1]],"date-time":"2020-06-01T00:00:00Z","timestamp":1590969600000},"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":[[2020,6]]},"DOI":"10.1109\/icc40277.2020.9149285","type":"proceedings-article","created":{"date-parts":[[2020,7,27]],"date-time":"2020-07-27T22:26:45Z","timestamp":1595888805000},"page":"1-7","source":"Crossref","is-referenced-by-count":46,"title":["Z-IoT: Passive Device-class Fingerprinting of ZigBee and Z-Wave IoT Devices"],"prefix":"10.1109","author":[{"given":"Leonardo","family":"Babun","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hidayet","family":"Aksu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lucas","family":"Ryan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kemal","family":"Akkaya","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Elizabeth S.","family":"Bentley","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"A. Selcuk","family":"Uluagac","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref38","year":"2019","journal-title":"Java (Convolutional or Fully-connected) Neural Network Implementation with Plugin for Weka"},{"key":"ref33","year":"2019","journal-title":"AVR RZ USB Stick Module"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3359789.3359841"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MILCOM.2015.7357469"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-45330-4_4"},{"key":"ref37","article-title":"Appendix","author":"frank","year":"2016","journal-title":"Data Mining Practical Machine Learning Tools and Techniques"},{"key":"ref36","year":"2019","journal-title":"Z-Wave Zniffer User Guide - Silicon Labs"},{"key":"ref35","year":"2019","journal-title":"USB Z-Wave 500 Bridge Controller Reference Design - Silicon Labs"},{"key":"ref34","year":"2019","journal-title":"Killerbee"},{"key":"ref10","article-title":"Detection of Counter-feit and Compromised Devices Using System and Function Call Tracing Techniques","author":"babun","year":"0","journal-title":"Patent 10 027 697"},{"key":"ref11","article-title":"Method of Resource-limited Device and Device Class Identification Using System and Function Call Tracing Techniques, Performance, and Statistical Analysis","author":"babun","year":"0","journal-title":"Patent 10 242 193"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-37228-6_7"},{"key":"ref13","author":"babun","year":"2018","journal-title":"IoTDots A Digital Forensics Framework for Smart Environments"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3359789.3359840"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/1409944.1409958"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/SADFE.2011.9"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2379776.2379782"},{"key":"ref18","article-title":"Detecting Rogue Devices in Blue-tooth Networks Using Radio Frequency Fingerprinting","author":"hall","year":"2006","journal-title":"In IASTED International Conference on Communications and Computer Networks"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1409944.1409959"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2016.2561902"},{"key":"ref4","article-title":"A System-level Behavioral Detection Framework for Compromised CPS Devices: Smart-Grid Case","author":"babun","year":"2019","journal-title":"IEEE Transactions on Cyber-Physical Systems"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CISDA.2015.7208645"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2017.7996877"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MSEC.2019.2911511"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2014.2372432"},{"key":"ref5","article-title":"Sensitive Information Tracking in Commodity IoT","author":"celik","year":"0","journal-title":"27th USENIX"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2018.8423022"},{"key":"ref7","author":"babun","year":"2019","journal-title":"Real-time Analysis of Privacy-(un)aware IoT Applications"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1700871"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/LCNW.2015.7365922"},{"key":"ref1","year":"2019","journal-title":"By 2025 Internet of things application could have $11 trillion impact"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CNS.2013.6682720"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1515\/popets-2015-0027"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2014.2369033"},{"key":"ref24","article-title":"IoT SENTINEL: Automated Device-Type Identification for Security Enforcement in IoT","author":"miettinen","year":"0","journal-title":"ICDCS 2017"},{"key":"ref23","year":"0","journal-title":"I Fitbit"},{"key":"ref26","article-title":"Identification of Wearable Devices with Bluetooth","author":"aksu","year":"2018","journal-title":"IEEE Transactions on Sustainable Computing"},{"key":"ref25","article-title":"D&#x00CF;oT: A Crowdsourced Self-learning Approach for Detecting Compromised IoT Devices","author":"nguyen","year":"2018","journal-title":"ArXiv"}],"event":{"name":"ICC 2020 - 2020 IEEE International Conference on Communications (ICC)","location":"Dublin, Ireland","start":{"date-parts":[[2020,6,7]]},"end":{"date-parts":[[2020,6,11]]}},"container-title":["ICC 2020 - 2020 IEEE International Conference on Communications (ICC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9141367\/9148588\/09149285.pdf?arnumber=9149285","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T00:08:54Z","timestamp":1656374934000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9149285\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,6]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/icc40277.2020.9149285","relation":{},"subject":[],"published":{"date-parts":[[2020,6]]}}}