Matches in SemOpenAlex for { <https://semopenalex.org/work/W3035775076> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W3035775076 endingPage "119719" @default.
- W3035775076 startingPage "119710" @default.
- W3035775076 abstract "Malware is `malicious software' programs that carry out many of the cyberattacks on the Internet, including cybercrime, fraud, scams and nation-state cyberwar. These malicious software programs come in a wide range of different classifications such as viruses, Trojans, worms, spyware, botnet malware, ransomware, Rootkit, etc. Ransomware is class of malware that holds the victim's data hostage by encrypting the data on a user's computer to make it unavailable to the user and only decrypt it after the user pays a ransom in the form of a sum of money. To avoid detection, different variants of ransomware utilise one or more techniques in their attack flow including Machine Learning (ML) algorithms. There is, therefore, a need to understand the techniques used ransomware development and their deployment strategy in order to understand their attack flow better to develop appropriate countermeasures. In this paper, we propose DNAact-Ran, A Digital DNA Sequencing Engine for Ransomware Detection Using Machine Learning. DNAact-Ran utilises Digital DNA sequencing design constraints and k-mer frequency vector. To measure the efficacy of the proposed approach, we evaluated DNAact-Run on 582 ransomware and 942 goodware instances to measure the performance of precision, recall, f-measure and accuracy. Compared to other methods, the evaluation results show that DNAact-Run can predict and detect ransomware accurately and effectively." @default.
- W3035775076 created "2020-06-25" @default.
- W3035775076 creator A5008847988 @default.
- W3035775076 creator A5012372409 @default.
- W3035775076 creator A5047180846 @default.
- W3035775076 creator A5056024500 @default.
- W3035775076 creator A5079507257 @default.
- W3035775076 date "2020-01-01" @default.
- W3035775076 modified "2023-10-18" @default.
- W3035775076 title "A Digital DNA Sequencing Engine for Ransomware Detection Using Machine Learning" @default.
- W3035775076 cites W1565581850 @default.
- W3035775076 cites W1976744965 @default.
- W3035775076 cites W1981033991 @default.
- W3035775076 cites W2008967302 @default.
- W3035775076 cites W2061438946 @default.
- W3035775076 cites W2066220442 @default.
- W3035775076 cites W2105334567 @default.
- W3035775076 cites W2175884749 @default.
- W3035775076 cites W2237959143 @default.
- W3035775076 cites W2296579688 @default.
- W3035775076 cites W2367504390 @default.
- W3035775076 cites W2461651791 @default.
- W3035775076 cites W2593447578 @default.
- W3035775076 cites W2602517145 @default.
- W3035775076 cites W2768862435 @default.
- W3035775076 cites W2794482868 @default.
- W3035775076 cites W2885747980 @default.
- W3035775076 cites W2902184924 @default.
- W3035775076 doi "https://doi.org/10.1109/access.2020.3003785" @default.
- W3035775076 hasPublicationYear "2020" @default.
- W3035775076 type Work @default.
- W3035775076 sameAs 3035775076 @default.
- W3035775076 citedByCount "42" @default.
- W3035775076 countsByYear W30357750762020 @default.
- W3035775076 countsByYear W30357750762021 @default.
- W3035775076 countsByYear W30357750762022 @default.
- W3035775076 countsByYear W30357750762023 @default.
- W3035775076 crossrefType "journal-article" @default.
- W3035775076 hasAuthorship W3035775076A5008847988 @default.
- W3035775076 hasAuthorship W3035775076A5012372409 @default.
- W3035775076 hasAuthorship W3035775076A5047180846 @default.
- W3035775076 hasAuthorship W3035775076A5056024500 @default.
- W3035775076 hasAuthorship W3035775076A5079507257 @default.
- W3035775076 hasBestOaLocation W30357750761 @default.
- W3035775076 hasConcept C110875604 @default.
- W3035775076 hasConcept C111919701 @default.
- W3035775076 hasConcept C148730421 @default.
- W3035775076 hasConcept C22735295 @default.
- W3035775076 hasConcept C2777667771 @default.
- W3035775076 hasConcept C38652104 @default.
- W3035775076 hasConcept C41008148 @default.
- W3035775076 hasConcept C541664917 @default.
- W3035775076 hasConcept C84525096 @default.
- W3035775076 hasConceptScore W3035775076C110875604 @default.
- W3035775076 hasConceptScore W3035775076C111919701 @default.
- W3035775076 hasConceptScore W3035775076C148730421 @default.
- W3035775076 hasConceptScore W3035775076C22735295 @default.
- W3035775076 hasConceptScore W3035775076C2777667771 @default.
- W3035775076 hasConceptScore W3035775076C38652104 @default.
- W3035775076 hasConceptScore W3035775076C41008148 @default.
- W3035775076 hasConceptScore W3035775076C541664917 @default.
- W3035775076 hasConceptScore W3035775076C84525096 @default.
- W3035775076 hasFunder F4320321301 @default.
- W3035775076 hasFunder F4320322064 @default.
- W3035775076 hasLocation W30357750761 @default.
- W3035775076 hasOpenAccess W3035775076 @default.
- W3035775076 hasPrimaryLocation W30357750761 @default.
- W3035775076 hasRelatedWork W2065823359 @default.
- W3035775076 hasRelatedWork W2242743405 @default.
- W3035775076 hasRelatedWork W2312372331 @default.
- W3035775076 hasRelatedWork W2399380072 @default.
- W3035775076 hasRelatedWork W2464331888 @default.
- W3035775076 hasRelatedWork W2919574310 @default.
- W3035775076 hasRelatedWork W3096790480 @default.
- W3035775076 hasRelatedWork W3195170298 @default.
- W3035775076 hasRelatedWork W3196743767 @default.
- W3035775076 hasRelatedWork W4319151772 @default.
- W3035775076 hasVolume "8" @default.
- W3035775076 isParatext "false" @default.
- W3035775076 isRetracted "false" @default.
- W3035775076 magId "3035775076" @default.
- W3035775076 workType "article" @default.