Matches in SemOpenAlex for { <https://semopenalex.org/work/W2899346525> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W2899346525 abstract "Modern malware has greatly evolved and become sophisticated with the capability to evade existing detection techniques. To defend against an advanced class of malware, behaviour-based malware detection technique has emerged as an essential complement. The major challenging task in this technique is to identify significant features from the original features’ set. The main objective of this work was to explore the effectiveness of the linear support vector classification (LSVC) in choosing prominent features from an original feature set derived from the Cuckoo sandbox generated behaviour reports. In this work, the proposed malware detection system (MDS) utilizes the Cuckoo sandbox to obtain runtime behaviour report of the Windows executable file to be examined. From the report, features are extracted, and then LSVC is applied onto the extracted features to recognize crucial features, which boost the detection ability of the MDS. The efficiency of the proposed MDS was evaluated using real-world malware samples with tenfold cross-validation tests. The experimental results demonstrated that the proposed MDS is proficient in accurately detecting malware and benign executable files by attaining a detection accuracy of 98.429% with the sequential minimal optimization (SMO) classifier." @default.
- W2899346525 created "2018-11-09" @default.
- W2899346525 creator A5054016512 @default.
- W2899346525 creator A5075659264 @default.
- W2899346525 date "2018-10-31" @default.
- W2899346525 modified "2023-09-26" @default.
- W2899346525 title "Empirical Study on Features Recommended by LSVC in Classifying Unknown Windows Malware" @default.
- W2899346525 cites W1502689214 @default.
- W2899346525 cites W1566259290 @default.
- W2899346525 cites W1851403712 @default.
- W2899346525 cites W1984205382 @default.
- W2899346525 cites W1987684126 @default.
- W2899346525 cites W2079215333 @default.
- W2899346525 cites W2085807744 @default.
- W2899346525 cites W2087740020 @default.
- W2899346525 cites W2162792873 @default.
- W2899346525 cites W2280242822 @default.
- W2899346525 cites W2518866423 @default.
- W2899346525 cites W2564494760 @default.
- W2899346525 cites W2625696220 @default.
- W2899346525 cites W2732916693 @default.
- W2899346525 cites W83212619 @default.
- W2899346525 cites W2744461761 @default.
- W2899346525 doi "https://doi.org/10.1007/978-981-13-1595-4_46" @default.
- W2899346525 hasPublicationYear "2018" @default.
- W2899346525 type Work @default.
- W2899346525 sameAs 2899346525 @default.
- W2899346525 citedByCount "2" @default.
- W2899346525 countsByYear W28993465252019 @default.
- W2899346525 crossrefType "book-chapter" @default.
- W2899346525 hasAuthorship W2899346525A5054016512 @default.
- W2899346525 hasAuthorship W2899346525A5075659264 @default.
- W2899346525 hasConcept C111919701 @default.
- W2899346525 hasConcept C119857082 @default.
- W2899346525 hasConcept C12267149 @default.
- W2899346525 hasConcept C124101348 @default.
- W2899346525 hasConcept C153180895 @default.
- W2899346525 hasConcept C154945302 @default.
- W2899346525 hasConcept C160145156 @default.
- W2899346525 hasConcept C167981075 @default.
- W2899346525 hasConcept C177264268 @default.
- W2899346525 hasConcept C199360897 @default.
- W2899346525 hasConcept C2776810535 @default.
- W2899346525 hasConcept C41008148 @default.
- W2899346525 hasConcept C541664917 @default.
- W2899346525 hasConcept C86803240 @default.
- W2899346525 hasConcept C90856448 @default.
- W2899346525 hasConcept C95623464 @default.
- W2899346525 hasConceptScore W2899346525C111919701 @default.
- W2899346525 hasConceptScore W2899346525C119857082 @default.
- W2899346525 hasConceptScore W2899346525C12267149 @default.
- W2899346525 hasConceptScore W2899346525C124101348 @default.
- W2899346525 hasConceptScore W2899346525C153180895 @default.
- W2899346525 hasConceptScore W2899346525C154945302 @default.
- W2899346525 hasConceptScore W2899346525C160145156 @default.
- W2899346525 hasConceptScore W2899346525C167981075 @default.
- W2899346525 hasConceptScore W2899346525C177264268 @default.
- W2899346525 hasConceptScore W2899346525C199360897 @default.
- W2899346525 hasConceptScore W2899346525C2776810535 @default.
- W2899346525 hasConceptScore W2899346525C41008148 @default.
- W2899346525 hasConceptScore W2899346525C541664917 @default.
- W2899346525 hasConceptScore W2899346525C86803240 @default.
- W2899346525 hasConceptScore W2899346525C90856448 @default.
- W2899346525 hasConceptScore W2899346525C95623464 @default.
- W2899346525 hasLocation W28993465251 @default.
- W2899346525 hasOpenAccess W2899346525 @default.
- W2899346525 hasPrimaryLocation W28993465251 @default.
- W2899346525 hasRelatedWork W1982718731 @default.
- W2899346525 hasRelatedWork W1984989304 @default.
- W2899346525 hasRelatedWork W1987859285 @default.
- W2899346525 hasRelatedWork W2024137774 @default.
- W2899346525 hasRelatedWork W2279272158 @default.
- W2899346525 hasRelatedWork W2523020026 @default.
- W2899346525 hasRelatedWork W2595988085 @default.
- W2899346525 hasRelatedWork W3097031405 @default.
- W2899346525 hasRelatedWork W3097625942 @default.
- W2899346525 hasRelatedWork W4288079425 @default.
- W2899346525 isParatext "false" @default.
- W2899346525 isRetracted "false" @default.
- W2899346525 magId "2899346525" @default.
- W2899346525 workType "book-chapter" @default.