FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2080778654> ?p ?o ?g. }

• W2080778654 abstract "In recent years, malware (malicious software) has greatly evolved and has become very sophisticated. The evolution of malware makes it difficult to detect using traditional signature-based malware detectors. Thus, researchers have proposed various behavior-based malware detection techniques to mitigate this problem. However, there are still serious shortcomings, related to scalability and computational complexity, in existing malware behavior modeling techniques. This raises questions about the practical applicability of these techniques. This paper proposes and evaluates a bounded feature space behavior modeling (BOFM) framework for scalable malware detection. BOFM models the interactions between software (which can be malware or benign) and security-critical OS resources in a scalable manner. Information collected at run-time according to this model is then used by machine learning algorithms to learn how to accurately classify software as malware or benign. One of the key problems with simple malware behavior modeling (e.g., n-gram model) is that the number of malware features (i.e., signatures) grows proportional to the size of execution traces, with a resulting malware feature space that is so large that it makes the detection process very challenging. On the other hand, in BOFM, the malware feature space is bounded by an upper limit N, a constant, and the results of our experiments show that its computation time and memory usage are vastly lower than in currently reported, malware detection techniques, while preserving or even improving their high detection accuracy." @default.
• W2080778654 created "2016-06-24" @default.
• W2080778654 creator A5029828965 @default.
• W2080778654 creator A5051219066 @default.
• W2080778654 creator A5057515501 @default.
• W2080778654 creator A5076735562 @default.
• W2080778654 creator A5078533117 @default.
• W2080778654 date "2013-11-01" @default.
• W2080778654 modified "2023-10-06" @default.
• W2080778654 title "A scalable approach for malware detection through bounded feature space behavior modeling" @default.
• W2080778654 cites W1809063480 @default.
• W2080778654 cites W1851403712 @default.
• W2080778654 cites W1964241047 @default.
• W2080778654 cites W1966150547 @default.
• W2080778654 cites W2018175892 @default.
• W2080778654 cites W2024170198 @default.
• W2080778654 cites W2044894912 @default.
• W2080778654 cites W2074891727 @default.
• W2080778654 cites W2111038628 @default.
• W2080778654 cites W2125743503 @default.
• W2080778654 cites W2132874238 @default.
• W2080778654 cites W2133990480 @default.
• W2080778654 cites W2137365926 @default.
• W2080778654 cites W2166924764 @default.
• W2080778654 cites W2167671111 @default.
• W2080778654 cites W2168519318 @default.
• W2080778654 doi "https://doi.org/10.1109/ase.2013.6693090" @default.
• W2080778654 hasPublicationYear "2013" @default.
• W2080778654 type Work @default.
• W2080778654 sameAs 2080778654 @default.
• W2080778654 citedByCount "20" @default.
• W2080778654 countsByYear W20807786542015 @default.
• W2080778654 countsByYear W20807786542016 @default.
• W2080778654 countsByYear W20807786542017 @default.
• W2080778654 countsByYear W20807786542018 @default.
• W2080778654 countsByYear W20807786542019 @default.
• W2080778654 countsByYear W20807786542020 @default.
• W2080778654 countsByYear W20807786542021 @default.
• W2080778654 countsByYear W20807786542022 @default.
• W2080778654 countsByYear W20807786542023 @default.
• W2080778654 crossrefType "proceedings-article" @default.
• W2080778654 hasAuthorship W2080778654A5029828965 @default.
• W2080778654 hasAuthorship W2080778654A5051219066 @default.
• W2080778654 hasAuthorship W2080778654A5057515501 @default.
• W2080778654 hasAuthorship W2080778654A5076735562 @default.
• W2080778654 hasAuthorship W2080778654A5078533117 @default.
• W2080778654 hasBestOaLocation W20807786542 @default.
• W2080778654 hasConcept C111919701 @default.
• W2080778654 hasConcept C119857082 @default.
• W2080778654 hasConcept C124101348 @default.
• W2080778654 hasConcept C134306372 @default.
• W2080778654 hasConcept C138885662 @default.
• W2080778654 hasConcept C154945302 @default.
• W2080778654 hasConcept C26517878 @default.
• W2080778654 hasConcept C2776401178 @default.
• W2080778654 hasConcept C2777904410 @default.
• W2080778654 hasConcept C2778579508 @default.
• W2080778654 hasConcept C2779395397 @default.
• W2080778654 hasConcept C33923547 @default.
• W2080778654 hasConcept C34388435 @default.
• W2080778654 hasConcept C38652104 @default.
• W2080778654 hasConcept C41008148 @default.
• W2080778654 hasConcept C41895202 @default.
• W2080778654 hasConcept C48044578 @default.
• W2080778654 hasConcept C541664917 @default.
• W2080778654 hasConceptScore W2080778654C111919701 @default.
• W2080778654 hasConceptScore W2080778654C119857082 @default.
• W2080778654 hasConceptScore W2080778654C124101348 @default.
• W2080778654 hasConceptScore W2080778654C134306372 @default.
• W2080778654 hasConceptScore W2080778654C138885662 @default.
• W2080778654 hasConceptScore W2080778654C154945302 @default.
• W2080778654 hasConceptScore W2080778654C26517878 @default.
• W2080778654 hasConceptScore W2080778654C2776401178 @default.
• W2080778654 hasConceptScore W2080778654C2777904410 @default.
• W2080778654 hasConceptScore W2080778654C2778579508 @default.
• W2080778654 hasConceptScore W2080778654C2779395397 @default.
• W2080778654 hasConceptScore W2080778654C33923547 @default.
• W2080778654 hasConceptScore W2080778654C34388435 @default.
• W2080778654 hasConceptScore W2080778654C38652104 @default.
• W2080778654 hasConceptScore W2080778654C41008148 @default.
• W2080778654 hasConceptScore W2080778654C41895202 @default.
• W2080778654 hasConceptScore W2080778654C48044578 @default.
• W2080778654 hasConceptScore W2080778654C541664917 @default.
• W2080778654 hasLocation W20807786541 @default.
• W2080778654 hasLocation W20807786542 @default.
• W2080778654 hasOpenAccess W2080778654 @default.
• W2080778654 hasPrimaryLocation W20807786541 @default.
• W2080778654 hasRelatedWork W1573526548 @default.
• W2080778654 hasRelatedWork W1998188341 @default.
• W2080778654 hasRelatedWork W2120297918 @default.
• W2080778654 hasRelatedWork W2189545320 @default.
• W2080778654 hasRelatedWork W2400599487 @default.
• W2080778654 hasRelatedWork W2548537835 @default.
• W2080778654 hasRelatedWork W2968586400 @default.
• W2080778654 hasRelatedWork W2982096504 @default.
• W2080778654 hasRelatedWork W3008480811 @default.
• W2080778654 hasRelatedWork W83212619 @default.
• W2080778654 isParatext "false" @default.
• W2080778654 isRetracted "false" @default.
• W2080778654 magId "2080778654" @default.

• next