dc.contributor | Rašuo, Boško | |
dc.creator | Nedeljković, Dušan | |
dc.creator | Jakovljević, Živana | |
dc.creator | Miljković, Zoran | |
dc.date.accessioned | 2023-01-18T13:37:49Z | |
dc.date.available | 2023-01-18T13:37:49Z | |
dc.date.issued | 2020 | |
dc.identifier.issn | 1451-2092 | |
dc.identifier.uri | https://machinery.mas.bg.ac.rs/handle/123456789/3966 | |
dc.description.abstract | To improve productivity and efficiency in industrial manufacturing, the
fourth industrial revolution leads to the implementation of Cyber Physical
Systems (CPS) and Internet of Things (IoT) in the industrial environment.
Ubiquitous communication makes CPS susceptible to external influences,
which can have a negative intention; for instance, CPS are prone to
various attacks and malicious threats by different adversaries. The impact
of an attack on the system can lead to anomalies and serious consequences
for system parts or the system as a whole. Security mechanisms must be
developed in order to timely detect different attacks and to keep the system
safe and protected. In this paper, a method for sensor signal attacks
detection in a continuous time controlled systems has been proposed. The
method is based on Support Vector Machines (SVM) and tested on the data
obtained from the Secure Water Treatment (SWaT) testbed, a scaled-down
plant that produces purified water. | sr |
dc.language.iso | en | sr |
dc.publisher | University of Belgrade - Faculty of Mechanical Engineering | sr |
dc.relation | info:eu-repo/grantAgreement/MESTD/Technological Development (TD or TR)/35004/RS// | sr |
dc.rights | openAccess | sr |
dc.rights.uri | https://creativecommons.org/share-your-work/public-domain/cc0/ | |
dc.source | FME Transactions, New Series | sr |
dc.subject | Cyber Physical Systems | sr |
dc.subject | Support Vector Machines | sr |
dc.subject | Industrial Internet of Things | sr |
dc.subject | Cyber Security | sr |
dc.subject | Industrial Control Systems | sr |
dc.title | The Detection of Sensor Signal Attacks in Industrial Control Systems | sr |
dc.type | article | sr |
dc.rights.license | CC0 | sr |
dc.citation.epage | 12 | |
dc.citation.issue | 1 | |
dc.citation.rank | M24 | |
dc.citation.spage | 7 | |
dc.citation.volume | 48 | |
dc.identifier.doi | 10.5937/fmet2001007N | |
dc.identifier.fulltext | http://machinery.mas.bg.ac.rs/bitstream/id/9157/bitstream_9157.pdf | |
dc.identifier.scopus | 2-s2.0-85078673678 | |
dc.identifier.wos | 000500917100002 | |
dc.type.version | publishedVersion | sr |