Feature set reduction for the detection of packed executables
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Burgess, Colin | - |
dc.contributor.author | Sezer, Sakir | - |
dc.contributor.author | McLaughlin, Kieran | - |
dc.contributor.author | Im, Eul Gyu | - |
dc.date.accessioned | 2022-07-16T04:19:25Z | - |
dc.date.available | 2022-07-16T04:19:25Z | - |
dc.date.created | 2021-05-13 | - |
dc.date.issued | 2014-06 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/159690 | - |
dc.description.abstract | Emerging sophisticated malware utilises obfuscation to circumvent detection. This is achieved by using packers to disguise their malicious intent. In this paper a novel malware detection method for detecting packed executable files using entropy analysis is proposed. It utilises a reduced feature set of variables to calculate an entropy score from which classification can be performed. Competitive analysis with state-of-the-art reveals an increase in classification accuracy. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | Institution of Engineering and Technology | - |
dc.title | Feature set reduction for the detection of packed executables | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Im, Eul Gyu | - |
dc.identifier.scopusid | 2-s2.0-84946087618 | - |
dc.identifier.bibliographicCitation | IET Irish Signals and Systems Conference, v.2014, no.CP639, pp.263 - 268 | - |
dc.relation.isPartOf | IET Irish Signals and Systems Conference | - |
dc.citation.title | IET Irish Signals and Systems Conference | - |
dc.citation.volume | 2014 | - |
dc.citation.number | CP639 | - |
dc.citation.startPage | 263 | - |
dc.citation.endPage | 268 | - |
dc.type.rims | ART | - |
dc.type.docType | Proceeding | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scopus | - |
dc.subject.keywordPlus | Entropy | - |
dc.subject.keywordPlus | Packing | - |
dc.subject.keywordAuthor | Malware | - |
dc.subject.keywordAuthor | Obfuscation | - |
dc.subject.keywordAuthor | Packing | - |
dc.subject.keywordAuthor | Security | - |
dc.identifier.url | https://ieeexplore.ieee.org/document/6912767 | - |
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