A Survey on Artificial Intelligence in Malware as Next-Generation Threats

dc.contributor.authorThanh, Cong Truong
dc.contributor.authorZelinka, Ivan
dc.coverage.issue2cs
dc.coverage.volume25cs
dc.date.accessioned2020-05-05T07:21:11Z
dc.date.available2020-05-05T07:21:11Z
dc.date.issued2019-12-20cs
dc.description.abstractRecent developments in Artificial intelligence (AI) have a vast transformative potential for both cybersecurity defenders and cybercriminals. Anti-malware solutions adopt intelligent techniques to detect and prevent threats to the digital space. In contrast, cybercriminals are aware of the new prospects too and will probably try to use it in their activities. This survey aims at providing an overview on the way artificial intelligence can be used to power a malicious program that is: intelligent evasion techniques, autonomous malware, AI against itself, and applying bio-inspired computation and swarm intelligence.en
dc.formattextcs
dc.format.extent27-34cs
dc.format.mimetypeapplication/pdfen
dc.identifier.citationMendel. 2019 vol. 25, č. 2, s. 27-34. ISSN 1803-3814cs
dc.identifier.doi10.13164/mendel.2019.2.027en
dc.identifier.issn2571-3701
dc.identifier.issn1803-3814
dc.identifier.urihttp://hdl.handle.net/11012/187001
dc.language.isoencs
dc.publisherInstitute of Automation and Computer Science, Brno University of Technologycs
dc.relation.ispartofMendelcs
dc.relation.urihttps://mendel-journal.org/index.php/mendel/article/view/105cs
dc.rightsCreative Commons Attribution-NonCommercial-ShareAlike 4.0 International licenseen
dc.rights.accessopenAccessen
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/4.0en
dc.subjectArtificial intelligenceen
dc.subjectmachine learningen
dc.subjectmalwareen
dc.subjectcomputer virusen
dc.subjectsecurityen
dc.subjectswarm intelligenceen
dc.titleA Survey on Artificial Intelligence in Malware as Next-Generation Threatsen
dc.type.driverarticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
eprints.affiliatedInstitution.facultyFakulta strojního inženýrstvícs
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