{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T16:56:37Z","timestamp":1774716997200,"version":"3.50.1"},"reference-count":37,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,12,14]],"date-time":"2020-12-14T00:00:00Z","timestamp":1607904000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,12,14]],"date-time":"2020-12-14T00:00:00Z","timestamp":1607904000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,12,14]],"date-time":"2020-12-14T00:00:00Z","timestamp":1607904000000},"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":[[2020,12,14]]},"DOI":"10.1109\/icm50269.2020.9331819","type":"proceedings-article","created":{"date-parts":[[2021,1,28]],"date-time":"2021-01-28T16:48:50Z","timestamp":1611852530000},"page":"1-4","source":"Crossref","is-referenced-by-count":28,"title":["Optimized Random Forest Model for Botnet Detection Based on DNS Queries"],"prefix":"10.1109","author":[{"given":"Abdallah","family":"Moubayed","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"MohammadNoor","family":"Injadat","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdallah","family":"Shami","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30547-7_21"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICCICCT.2014.6993149"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/UBMK.2018.8566451"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref37","author":"singh","year":"2019","journal-title":"TI-2016 DNS dataset"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.tcs.2015.01.002"},{"key":"ref35","article-title":"Feature selection based on information theory","author":"bonev","year":"2010","journal-title":"Ph D Dissertation"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/694809"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3355369.3355575"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2851790"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1080\/08923647.2020.1696140"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/EDUNINE.2018.8451005"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.105992"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-020-01776-3"},{"key":"ref16","first-page":"1","article-title":"Bayesian optimization with machine learning algorithms towards anomaly detection","author":"injadat","year":"2018","journal-title":"2018 IEEE Global Communications Conference (GLOBECOM)"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.3014929"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICCNC.2019.8685636"},{"key":"ref19","doi-asserted-by":"crossref","DOI":"10.1016\/j.neucom.2020.07.061","article-title":"On hyperparameter optimization of machine learning algorithms: Theory and practice","author":"yang","year":"2020","journal-title":"Neurocomputing"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/4934082"},{"key":"ref4","author":"liu","year":"2017","journal-title":"Distributed-Denial-Of-Service Attacks And DNS"},{"key":"ref27","article-title":"Effective feature selection for botnet detection based on network flow analysis","author":"pekta?","year":"2017"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ARES.2007.139"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/LCN.2016.17"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.04.044"},{"key":"ref5","author":"woolf","year":"2016","journal-title":"DDoS attack that disrupted internet was largest of its kind in history experts say"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2019.1800324"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.diin.2018.12.005"},{"key":"ref2","article-title":"DNS security","author":"lioy","year":"2000","journal-title":"TERENA Networking Conference"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2019.8885784"},{"key":"ref1","volume":"18","author":"mockapetris","year":"1988","journal-title":"Domain Name System"},{"key":"ref20","article-title":"Optimization Modeling and Machine Learning Techniques Towards Smarter Systems and Processes","author":"moubayed","year":"2018","journal-title":"Ph D Dissertation"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9013892"},{"key":"ref21","article-title":"Optimized Machine Learning Models Towards Intelligent Systems","author":"injadat","year":"2018","journal-title":"Ph D Dissertation"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CCECE47787.2020.9255697"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2018.8647679"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2018.8489489"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2019.23012"}],"event":{"name":"2020 32nd International Conference on Microelectronics (ICM)","location":"Aqaba, Jordan","start":{"date-parts":[[2020,12,14]]},"end":{"date-parts":[[2020,12,17]]}},"container-title":["2020 32nd International Conference on Microelectronics (ICM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9331748\/9331492\/09331819.pdf?arnumber=9331819","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T20:09:47Z","timestamp":1656360587000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9331819\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,14]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/icm50269.2020.9331819","relation":{},"subject":[],"published":{"date-parts":[[2020,12,14]]}}}