Matches in SemOpenAlex for { <https://semopenalex.org/work/W1964406293> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W1964406293 endingPage "73" @default.
- W1964406293 startingPage "59" @default.
- W1964406293 abstract "Previous research has shown that hidden Markov model (HMM) analysis is useful for detecting certain challenging classes of malware. In this research, we consider the related problem of malware classification based on HMMs. We train multiple HMMs on a variety of compilers and malware generators. More than 8,000 malware samples are then scored against these models and separated into clusters based on the resulting scores. We observe that the clustering results could be used to classify the malware samples into their appropriate families with good accuracy. Since none of the malware families in the test set were used to generate the HMMs, these results indicate that our approach can effective classify previously unknown malware, at least in some cases. Thus, such a clustering strategy could serve as a useful tool in malware analysis and classification." @default.
- W1964406293 created "2016-06-24" @default.
- W1964406293 creator A5010812344 @default.
- W1964406293 creator A5079324753 @default.
- W1964406293 creator A5080308244 @default.
- W1964406293 date "2014-05-23" @default.
- W1964406293 modified "2023-10-05" @default.
- W1964406293 title "Hidden Markov models for malware classification" @default.
- W1964406293 cites W1485337887 @default.
- W1964406293 cites W1495627721 @default.
- W1964406293 cites W1972004006 @default.
- W1964406293 cites W1973211701 @default.
- W1964406293 cites W2021059700 @default.
- W1964406293 cites W2054093027 @default.
- W1964406293 cites W2072698166 @default.
- W1964406293 cites W2094577462 @default.
- W1964406293 cites W2102122585 @default.
- W1964406293 cites W2108104525 @default.
- W1964406293 cites W2110978214 @default.
- W1964406293 cites W2111741004 @default.
- W1964406293 cites W2115771393 @default.
- W1964406293 cites W2124151159 @default.
- W1964406293 cites W2125838338 @default.
- W1964406293 cites W2144211451 @default.
- W1964406293 cites W2154554798 @default.
- W1964406293 cites W2154986869 @default.
- W1964406293 cites W2155653793 @default.
- W1964406293 doi "https://doi.org/10.1007/s11416-014-0215-x" @default.
- W1964406293 hasPublicationYear "2014" @default.
- W1964406293 type Work @default.
- W1964406293 sameAs 1964406293 @default.
- W1964406293 citedByCount "71" @default.
- W1964406293 countsByYear W19644062932014 @default.
- W1964406293 countsByYear W19644062932015 @default.
- W1964406293 countsByYear W19644062932016 @default.
- W1964406293 countsByYear W19644062932017 @default.
- W1964406293 countsByYear W19644062932018 @default.
- W1964406293 countsByYear W19644062932019 @default.
- W1964406293 countsByYear W19644062932020 @default.
- W1964406293 countsByYear W19644062932021 @default.
- W1964406293 countsByYear W19644062932022 @default.
- W1964406293 countsByYear W19644062932023 @default.
- W1964406293 crossrefType "journal-article" @default.
- W1964406293 hasAuthorship W1964406293A5010812344 @default.
- W1964406293 hasAuthorship W1964406293A5079324753 @default.
- W1964406293 hasAuthorship W1964406293A5080308244 @default.
- W1964406293 hasBestOaLocation W19644062932 @default.
- W1964406293 hasConcept C154945302 @default.
- W1964406293 hasConcept C23224414 @default.
- W1964406293 hasConcept C38652104 @default.
- W1964406293 hasConcept C41008148 @default.
- W1964406293 hasConcept C541664917 @default.
- W1964406293 hasConceptScore W1964406293C154945302 @default.
- W1964406293 hasConceptScore W1964406293C23224414 @default.
- W1964406293 hasConceptScore W1964406293C38652104 @default.
- W1964406293 hasConceptScore W1964406293C41008148 @default.
- W1964406293 hasConceptScore W1964406293C541664917 @default.
- W1964406293 hasIssue "2" @default.
- W1964406293 hasLocation W19644062931 @default.
- W1964406293 hasLocation W19644062932 @default.
- W1964406293 hasLocation W19644062933 @default.
- W1964406293 hasOpenAccess W1964406293 @default.
- W1964406293 hasPrimaryLocation W19644062931 @default.
- W1964406293 hasRelatedWork W1827256152 @default.
- W1964406293 hasRelatedWork W2340189285 @default.
- W1964406293 hasRelatedWork W2547412615 @default.
- W1964406293 hasRelatedWork W2617467194 @default.
- W1964406293 hasRelatedWork W2951553000 @default.
- W1964406293 hasRelatedWork W2980605179 @default.
- W1964406293 hasRelatedWork W4205463026 @default.
- W1964406293 hasRelatedWork W4205985752 @default.
- W1964406293 hasRelatedWork W4313315004 @default.
- W1964406293 hasRelatedWork W4366249425 @default.
- W1964406293 hasVolume "11" @default.
- W1964406293 isParatext "false" @default.
- W1964406293 isRetracted "false" @default.
- W1964406293 magId "1964406293" @default.
- W1964406293 workType "article" @default.