Matches in SemOpenAlex for { <https://semopenalex.org/work/W2045950984> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W2045950984 abstract "Malware is any software designed to harm computers. Commercial anti-virus are based on signature scanning, which is a technique effective only when the malicious executables have been previously analysed and identified. Malware writers employ several techniques in order to hide their actual behaviour. Executable packing consists in encrypting or hiding the real payload of the executable. Generic unpacking techniques do not depend on the packer used, as they execute the binary within an isolated environment (namely `sandbox') to gather the real code of the packed executable. However, this approach is slow and, therefore, a filter step is required to determine when an executable has been packed. To this end, supervised machine learning approaches trained with static features from the executables have been proposed. Notwithstanding, supervised learning methods need the identification and labelling of a high number of packed and not packed executables. In this paper, we propose a new method for packed executable detection that adopts a collective learning approach to reduce the labelling requirements of completely supervised approaches. We performed an empirical validation demonstrating that the system maintains a high accuracy rate while the labelling efforts are lower than when using supervised learning." @default.
- W2045950984 created "2016-06-24" @default.
- W2045950984 creator A5003633944 @default.
- W2045950984 creator A5005549059 @default.
- W2045950984 creator A5058251176 @default.
- W2045950984 creator A5070172442 @default.
- W2045950984 creator A5081565751 @default.
- W2045950984 date "2011-09-01" @default.
- W2045950984 modified "2023-10-16" @default.
- W2045950984 title "Collective classification for packed executable identification" @default.
- W2045950984 cites W1558357780 @default.
- W2045950984 cites W2020841067 @default.
- W2045950984 cites W2051725773 @default.
- W2045950984 cites W2096921767 @default.
- W2045950984 cites W2126734536 @default.
- W2045950984 cites W2128389850 @default.
- W2045950984 cites W2150423842 @default.
- W2045950984 cites W2151300580 @default.
- W2045950984 cites W2159702664 @default.
- W2045950984 cites W2165357553 @default.
- W2045950984 cites W2168414911 @default.
- W2045950984 cites W36091977 @default.
- W2045950984 doi "https://doi.org/10.1145/2030376.2030379" @default.
- W2045950984 hasPublicationYear "2011" @default.
- W2045950984 type Work @default.
- W2045950984 sameAs 2045950984 @default.
- W2045950984 citedByCount "27" @default.
- W2045950984 countsByYear W20459509842012 @default.
- W2045950984 countsByYear W20459509842013 @default.
- W2045950984 countsByYear W20459509842014 @default.
- W2045950984 countsByYear W20459509842015 @default.
- W2045950984 countsByYear W20459509842016 @default.
- W2045950984 countsByYear W20459509842017 @default.
- W2045950984 countsByYear W20459509842018 @default.
- W2045950984 countsByYear W20459509842019 @default.
- W2045950984 countsByYear W20459509842021 @default.
- W2045950984 countsByYear W20459509842022 @default.
- W2045950984 crossrefType "proceedings-article" @default.
- W2045950984 hasAuthorship W2045950984A5003633944 @default.
- W2045950984 hasAuthorship W2045950984A5005549059 @default.
- W2045950984 hasAuthorship W2045950984A5058251176 @default.
- W2045950984 hasAuthorship W2045950984A5070172442 @default.
- W2045950984 hasAuthorship W2045950984A5081565751 @default.
- W2045950984 hasBestOaLocation W20459509842 @default.
- W2045950984 hasConcept C111919701 @default.
- W2045950984 hasConcept C116834253 @default.
- W2045950984 hasConcept C119857082 @default.
- W2045950984 hasConcept C124101348 @default.
- W2045950984 hasConcept C134066672 @default.
- W2045950984 hasConcept C138885662 @default.
- W2045950984 hasConcept C154945302 @default.
- W2045950984 hasConcept C158379750 @default.
- W2045950984 hasConcept C160145156 @default.
- W2045950984 hasConcept C2777256151 @default.
- W2045950984 hasConcept C38652104 @default.
- W2045950984 hasConcept C41008148 @default.
- W2045950984 hasConcept C41895202 @default.
- W2045950984 hasConcept C541664917 @default.
- W2045950984 hasConcept C59822182 @default.
- W2045950984 hasConcept C86803240 @default.
- W2045950984 hasConceptScore W2045950984C111919701 @default.
- W2045950984 hasConceptScore W2045950984C116834253 @default.
- W2045950984 hasConceptScore W2045950984C119857082 @default.
- W2045950984 hasConceptScore W2045950984C124101348 @default.
- W2045950984 hasConceptScore W2045950984C134066672 @default.
- W2045950984 hasConceptScore W2045950984C138885662 @default.
- W2045950984 hasConceptScore W2045950984C154945302 @default.
- W2045950984 hasConceptScore W2045950984C158379750 @default.
- W2045950984 hasConceptScore W2045950984C160145156 @default.
- W2045950984 hasConceptScore W2045950984C2777256151 @default.
- W2045950984 hasConceptScore W2045950984C38652104 @default.
- W2045950984 hasConceptScore W2045950984C41008148 @default.
- W2045950984 hasConceptScore W2045950984C41895202 @default.
- W2045950984 hasConceptScore W2045950984C541664917 @default.
- W2045950984 hasConceptScore W2045950984C59822182 @default.
- W2045950984 hasConceptScore W2045950984C86803240 @default.
- W2045950984 hasLocation W20459509841 @default.
- W2045950984 hasLocation W20459509842 @default.
- W2045950984 hasOpenAccess W2045950984 @default.
- W2045950984 hasPrimaryLocation W20459509841 @default.
- W2045950984 hasRelatedWork W1967901901 @default.
- W2045950984 hasRelatedWork W2084543573 @default.
- W2045950984 hasRelatedWork W2162623667 @default.
- W2045950984 hasRelatedWork W2183187518 @default.
- W2045950984 hasRelatedWork W2259219744 @default.
- W2045950984 hasRelatedWork W2902937489 @default.
- W2045950984 hasRelatedWork W3080622597 @default.
- W2045950984 hasRelatedWork W3090684468 @default.
- W2045950984 hasRelatedWork W4231491598 @default.
- W2045950984 hasRelatedWork W132843410 @default.
- W2045950984 isParatext "false" @default.
- W2045950984 isRetracted "false" @default.
- W2045950984 magId "2045950984" @default.
- W2045950984 workType "article" @default.