{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,16]],"date-time":"2026-02-16T19:31:54Z","timestamp":1771270314011,"version":"3.50.1"},"reference-count":32,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/soli.2018.8476769","type":"proceedings-article","created":{"date-parts":[[2018,10,23]],"date-time":"2018-10-23T00:31:19Z","timestamp":1540254679000},"page":"214-219","source":"Crossref","is-referenced-by-count":28,"title":["Anomaly Detection Methods for IIoT Networks"],"prefix":"10.1109","author":[{"given":"Luying","family":"Zhou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huaqun","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/MDAT.2017.2682223"},{"key":"ref31","first-page":"1","article-title":"Cyber–Physical Security of a Smart Grid Infrastructure","author":"mo","year":"2011","journal-title":"Proceedings of the IEEE"},{"key":"ref30","doi-asserted-by":"crossref","DOI":"10.1109\/TSG.2014.2298195","article-title":"Model-Based Attack Detection and Mitigation for Automatic Generation Control","volume":"5","author":"sridhar","year":"2014","journal-title":"IEEE Transactions on Smart Grid"},{"key":"ref10","article-title":"Bayesian event classification for intrusion detection","author":"kruegel","year":"2003","journal-title":"Proc 19th Annual Computer Security Applications Conference"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2002.1039860"},{"key":"ref12","article-title":"Detecting unusual program behaviour using the statistical component of the next-generation intrusion detection expert system (NIDES)","author":"anderson","year":"1995","journal-title":"Computer Science Laboratory SRI International USA Tech Rep SRIO-CSL-95-06"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/32.372146"},{"key":"ref14","first-page":"229","article-title":"Snort - Lightweight Intrusion Detection for Networks","author":"roesch","year":"1999","journal-title":"Proc 13th USENIX Conference on System Administration"},{"key":"ref15","year":"0","journal-title":"A Library for Support Vector Machines"},{"key":"ref16","first-page":"333","article-title":"Unsupervised anomaly detection in network intrusion detection using clusters","volume":"38","author":"leung","year":"2005","journal-title":"Proc 28th Australasian conference on Computer Science"},{"key":"ref17","article-title":"Outside the Closed World: On Using Machine Learning for Network Intrusion Detection","author":"sommer","year":"2010","journal-title":"IEEE Symposium on Security and Privacy"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2003.1167344"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1162\/0891201042544884"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/2516930.2516947"},{"key":"ref4","article-title":"Towards Effective Security Control Assignment in the Industrial Internet of Things","author":"hassanzadeh","year":"2015","journal-title":"2014 IEEE World Forum on Internet of Things (WF-IoT)"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCST.2012.2211874"},{"key":"ref3","article-title":"A Comprehensive Study of Security of Internet-of-Things","author":"nia","year":"0","journal-title":"TETC 2016 IEEE Transactions on Emerging Topics in Computing"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2008.08.003"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2011.2181132"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2013.052213.00046"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1541880.1541882"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2494502"},{"key":"ref2","author":"frahim","year":"0","journal-title":"Securing the internet of things A proposed framework"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007465528199"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2683200"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/SECPRI.1997.601332"},{"key":"ref22","first-page":"5-1","article-title":"Adapting Bro into SCADA: Building a Specification-based Intrusion Detection System for the DNP3 Protocol","author":"lin","year":"2013","journal-title":"Proc 7th Annu Workshop Cyber Secur Inf Intell Res (CSIIRW)"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/586143.586146"},{"key":"ref24","first-page":"127","article-title":"Using model-based intrusion detection for SCADA networks","author":"cheung","year":"2007","journal-title":"Proceedings of the Scada Security Scientific Symposium"},{"key":"ref23","first-page":"184","article-title":"Specification-based Intrusion Detection for Advanced Metering Infrastructures","author":"berthier","year":"2011","journal-title":"Proc IEEE 17th Pacific Rim Int Symp Depend Comput"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2017.2686394"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ETFA.2009.5347134"}],"event":{"name":"2018 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)","location":"Singapore","start":{"date-parts":[[2018,7,31]]},"end":{"date-parts":[[2018,8,2]]}},"container-title":["2018 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8456807\/8476692\/08476769.pdf?arnumber=8476769","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T01:01:47Z","timestamp":1598230907000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8476769\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/soli.2018.8476769","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}