{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T14:47:50Z","timestamp":1781016470945,"version":"3.54.1"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,6,6]],"date-time":"2022-06-06T00:00:00Z","timestamp":1654473600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,6,6]],"date-time":"2022-06-06T00:00:00Z","timestamp":1654473600000},"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":[[2022,6,6]]},"DOI":"10.1109\/blackseacom54372.2022.9858239","type":"proceedings-article","created":{"date-parts":[[2022,8,24]],"date-time":"2022-08-24T19:32:37Z","timestamp":1661369557000},"page":"77-84","source":"Crossref","is-referenced-by-count":5,"title":["IoT Threat Detection Testbed Using Generative Adversarial Networks"],"prefix":"10.1109","author":[{"given":"Farooq","family":"Shaikh","sequence":"first","affiliation":[{"name":"Univ. of South Florida"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Elias","family":"Bou-Harb","sequence":"additional","affiliation":[{"name":"Univ. of Texas San Antonio"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aldin","family":"Vehabovic","sequence":"additional","affiliation":[{"name":"Univ. of South Florida"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jorge","family":"Crichigno","sequence":"additional","affiliation":[{"name":"Univ. of South Carolina"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aysegul","family":"Yayimli","sequence":"additional","affiliation":[{"name":"Valparaiso University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nasir","family":"Ghani","sequence":"additional","affiliation":[{"name":"Univ. of South Florida"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1700685"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1541880.1541882"},{"key":"ref12","article-title":"Sequence matching and learning in anomaly detection for computer security","author":"lane","year":"1997","journal-title":"AAAI Technical Report WS-97&#x2013;10"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"302","DOI":"10.1109\/TSMCB.2005.843274","article-title":"Hierarchical kohonenen net for anomaly detection in network security","volume":"35","author":"sarasama","year":"2005","journal-title":"IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/948143.948144"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/PCCC.2015.7410342"},{"key":"ref16","article-title":"A ma-chine learning model for classifying unsoicited iot devices by observing network telescopes","author":"shaikh","year":"2018","journal-title":"14th International Wireless Communications & Mobile Computing Conference (IWCMC 2018)"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2008.12.011"},{"key":"ref18","first-page":"446","article-title":"A study on nsl-kdd dataset for intrusion detection system based on classification algorithms","volume":"6","author":"dhanabal","year":"2015","journal-title":"International Journal of Advanced Research in Computer and Communication Engineering"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2018.03367731"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2017.02.009"},{"key":"ref3","article-title":"Ubootkit: A worm attack for the bootloader of iot devices","author":"jingyu","year":"2018","journal-title":"BlackHat Asia 2018 Singapore"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.08.043"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2013.04.014"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCIC.2013.6724156"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ISNCC.2016.7746067"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1109\/MC.2017.201","article-title":"Ddos in the iot: Mirai and other botnets","volume":"50","author":"constantinos","year":"2017","journal-title":"Computer"},{"key":"ref9","author":"tucker","year":"2018","journal-title":"Novel detection and analysis of deep variational autoencoders"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/NetSoft48620.2020.9165336"},{"key":"ref20","first-page":"28","article-title":"Evaluation of penetration testing tools of kali linux","volume":"5","author":"singh","year":"2016","journal-title":"International Journal of Innovations and Advancement in Computer Science"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-70578-1_13"},{"key":"ref21","first-page":"131","article-title":"Implementation of firewall & intrusion detection system using pfsense to enhance network secu-rity","author":"kumar","year":"2018","journal-title":"International Journal of Electrical Electronics & Computer Science Engineering"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-59050-9_12"},{"key":"ref23","article-title":"Generative adversarial nets","author":"goodfellow","year":"2016","journal-title":"Neural Information Processing Systems (NIPS)"},{"key":"ref25","article-title":"Efficient gan-based anomaly detection","author":"zenati","year":"2018","journal-title":"ArXiv"}],"event":{"name":"2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)","location":"Sofia, Bulgaria","start":{"date-parts":[[2022,6,6]]},"end":{"date-parts":[[2022,6,9]]}},"container-title":["2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9858123\/9858124\/09858239.pdf?arnumber=9858239","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,12]],"date-time":"2022-09-12T20:01:50Z","timestamp":1663012910000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9858239\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,6]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/blackseacom54372.2022.9858239","relation":{},"subject":[],"published":{"date-parts":[[2022,6,6]]}}}