{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,14]],"date-time":"2026-06-14T07:30:41Z","timestamp":1781422241027,"version":"3.54.1"},"reference-count":16,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,12,4]],"date-time":"2021-12-04T00:00:00Z","timestamp":1638576000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,12,4]],"date-time":"2021-12-04T00:00:00Z","timestamp":1638576000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,12,4]],"date-time":"2021-12-04T00:00:00Z","timestamp":1638576000000},"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":[[2021,12,4]]},"DOI":"10.1109\/icmlc54886.2021.9737249","type":"proceedings-article","created":{"date-parts":[[2022,3,24]],"date-time":"2022-03-24T18:09:27Z","timestamp":1648145367000},"page":"1-6","source":"Crossref","is-referenced-by-count":3,"title":["Detecting Botnet Victims Through Graph-Based Machine Learning"],"prefix":"10.1109","author":[{"given":"Kyle","family":"Millar","sequence":"first","affiliation":[{"name":"School of Electrical and Electronic Engineering, The University of Adelaide,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lachlan","family":"Simpson","sequence":"additional","affiliation":[{"name":"School of Mathematical Sciences, The University of Adelaide,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adriel","family":"Cheng","sequence":"additional","affiliation":[{"name":"School of Electrical and Electronic Engineering, The University of Adelaide,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hong Gunn","family":"Chew","sequence":"additional","affiliation":[{"name":"School of Electrical and Electronic Engineering, The University of Adelaide,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cheng-Chew","family":"Lim","sequence":"additional","affiliation":[{"name":"School of Electrical and Electronic Engineering, The University of Adelaide,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","first-page":"143","article-title":"Operating system classification: A minimal ist approach","author":"millar","year":"0","journal-title":"Proc International Conference on Machine Learning and Cybernetics"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.5220\/0006639801080116"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/S1361-3723(18)30086-1"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/fi13080198"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2018.08.014"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.09.024"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2013.04.007"},{"key":"ref4","article-title":"Botminer: Clustering analysis of network traffic for protocol- and structure-independent botnet detection","author":"gu","year":"0","journal-title":"17th USENIX Security Symposium"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"ref6","article-title":"Pattern extraction algo rithm for netflow-based botnet activities detection","author":"kozik","year":"0","journal-title":"Security and Communication Networks"},{"key":"ref5","first-page":"1025","article-title":"In ductive representation learning on large graphs","author":"hamilton","year":"0","journal-title":"31st International Conference on Neural Information Processing System"},{"key":"ref8","first-page":"1","article-title":"Peer to peer botnet detection using data mining scheme","author":"wen hwa","year":"0","journal-title":"Interna tional Conference on Internet Technology and Application"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/8753870"},{"key":"ref2","article-title":"A survey of advances in botnet tech nologies","author":"goodman","year":"2017","journal-title":"ArXiv Preprint"},{"key":"ref1","year":"0","journal-title":"ENISA threat landscape 2020 &#x2014; botnet"},{"key":"ref9","article-title":"Detection of unauthorized IoT de vices using machine learning techniques","author":"meidan","year":"2017","journal-title":"ArXiv Preprint"}],"event":{"name":"2021 International Conference on Machine Learning and Cybernetics (ICMLC)","location":"Adelaide, Australia","start":{"date-parts":[[2021,12,4]]},"end":{"date-parts":[[2021,12,5]]}},"container-title":["2021 International Conference on Machine Learning and Cybernetics (ICMLC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9737218\/9737150\/09737249.pdf?arnumber=9737249","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,8]],"date-time":"2022-07-08T22:19:16Z","timestamp":1657318756000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9737249\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,4]]},"references-count":16,"URL":"https:\/\/doi.org\/10.1109\/icmlc54886.2021.9737249","relation":{},"subject":[],"published":{"date-parts":[[2021,12,4]]}}}