Matches in SemOpenAlex for { <https://semopenalex.org/work/W95765562> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W95765562 endingPage "363" @default.
- W95765562 startingPage "358" @default.
- W95765562 abstract "Malicious programs pose a serious threat to computer security. Traditional approaches using signatures to detect malicious programs pose little danger to new and unseen programs whose signatures are not available. The focus of the research is shifting from using signature patterns to identify a specific malicious program and/or its variants to discover the general malicious behavior in the programs. This paper presents a novel idea of automatically identifying critical instruction sequences that can classify between malicious and clean programs using data mining techniques. Based upon general statistics gathered from these instruction sequences we formulated the problem as a binary classification problem and built logistic regression, neural networks and decision tree models. Our approach showed 98.4% detection rate on new programs whose data was not used in the model building process." @default.
- W95765562 created "2016-06-24" @default.
- W95765562 creator A5009044641 @default.
- W95765562 creator A5032900092 @default.
- W95765562 creator A5045615870 @default.
- W95765562 date "2008-02-06" @default.
- W95765562 modified "2023-09-23" @default.
- W95765562 title "Data mining methods for malware detection using instruction sequences" @default.
- W95765562 cites W1482228399 @default.
- W95765562 cites W1544837488 @default.
- W95765562 cites W1582350176 @default.
- W95765562 cites W1595564425 @default.
- W95765562 cites W1647135810 @default.
- W95765562 cites W168640152 @default.
- W95765562 cites W1971505071 @default.
- W95765562 cites W1996785213 @default.
- W95765562 cites W2099053789 @default.
- W95765562 cites W2144112223 @default.
- W95765562 cites W2165660021 @default.
- W95765562 cites W2170770919 @default.
- W95765562 cites W2435251607 @default.
- W95765562 cites W163840697 @default.
- W95765562 cites W2488048529 @default.
- W95765562 hasPublicationYear "2008" @default.
- W95765562 type Work @default.
- W95765562 sameAs 95765562 @default.
- W95765562 citedByCount "6" @default.
- W95765562 countsByYear W957655622012 @default.
- W95765562 countsByYear W957655622014 @default.
- W95765562 countsByYear W957655622016 @default.
- W95765562 countsByYear W957655622018 @default.
- W95765562 crossrefType "proceedings-article" @default.
- W95765562 hasAuthorship W95765562A5009044641 @default.
- W95765562 hasAuthorship W95765562A5032900092 @default.
- W95765562 hasAuthorship W95765562A5045615870 @default.
- W95765562 hasConcept C111919701 @default.
- W95765562 hasConcept C119857082 @default.
- W95765562 hasConcept C120665830 @default.
- W95765562 hasConcept C121332964 @default.
- W95765562 hasConcept C12267149 @default.
- W95765562 hasConcept C124101348 @default.
- W95765562 hasConcept C154945302 @default.
- W95765562 hasConcept C192209626 @default.
- W95765562 hasConcept C2524010 @default.
- W95765562 hasConcept C2779696439 @default.
- W95765562 hasConcept C33923547 @default.
- W95765562 hasConcept C38652104 @default.
- W95765562 hasConcept C41008148 @default.
- W95765562 hasConcept C50644808 @default.
- W95765562 hasConcept C541664917 @default.
- W95765562 hasConcept C66905080 @default.
- W95765562 hasConcept C84525736 @default.
- W95765562 hasConcept C98045186 @default.
- W95765562 hasConceptScore W95765562C111919701 @default.
- W95765562 hasConceptScore W95765562C119857082 @default.
- W95765562 hasConceptScore W95765562C120665830 @default.
- W95765562 hasConceptScore W95765562C121332964 @default.
- W95765562 hasConceptScore W95765562C12267149 @default.
- W95765562 hasConceptScore W95765562C124101348 @default.
- W95765562 hasConceptScore W95765562C154945302 @default.
- W95765562 hasConceptScore W95765562C192209626 @default.
- W95765562 hasConceptScore W95765562C2524010 @default.
- W95765562 hasConceptScore W95765562C2779696439 @default.
- W95765562 hasConceptScore W95765562C33923547 @default.
- W95765562 hasConceptScore W95765562C38652104 @default.
- W95765562 hasConceptScore W95765562C41008148 @default.
- W95765562 hasConceptScore W95765562C50644808 @default.
- W95765562 hasConceptScore W95765562C541664917 @default.
- W95765562 hasConceptScore W95765562C66905080 @default.
- W95765562 hasConceptScore W95765562C84525736 @default.
- W95765562 hasConceptScore W95765562C98045186 @default.
- W95765562 hasLocation W957655621 @default.
- W95765562 hasOpenAccess W95765562 @default.
- W95765562 hasPrimaryLocation W957655621 @default.
- W95765562 hasRelatedWork W1482228399 @default.
- W95765562 hasRelatedWork W1482612322 @default.
- W95765562 hasRelatedWork W1512561322 @default.
- W95765562 hasRelatedWork W1520342491 @default.
- W95765562 hasRelatedWork W1987684126 @default.
- W95765562 hasRelatedWork W2034938003 @default.
- W95765562 hasRelatedWork W2042742130 @default.
- W95765562 hasRelatedWork W2046437810 @default.
- W95765562 hasRelatedWork W2057137053 @default.
- W95765562 hasRelatedWork W2063898900 @default.
- W95765562 hasRelatedWork W2079215333 @default.
- W95765562 hasRelatedWork W2099053789 @default.
- W95765562 hasRelatedWork W2132874238 @default.
- W95765562 hasRelatedWork W2144112223 @default.
- W95765562 hasRelatedWork W2145056020 @default.
- W95765562 hasRelatedWork W2150188172 @default.
- W95765562 hasRelatedWork W2169492277 @default.
- W95765562 hasRelatedWork W2170770919 @default.
- W95765562 hasRelatedWork W2237959143 @default.
- W95765562 hasRelatedWork W36091977 @default.
- W95765562 isParatext "false" @default.
- W95765562 isRetracted "false" @default.
- W95765562 magId "95765562" @default.
- W95765562 workType "article" @default.