Matches in SemOpenAlex for { <https://semopenalex.org/work/W2401343441> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W2401343441 abstract "Android has dominated the mobile market for a few years now. Meanwhile, Android has seen a sharper increase in malware. It is a matter of utmost urgency to find a better way to detect Android malware. In this thesis, we use static code analysis to extract the android application security features and build classification models to detect Android malware. Our permissions-based classification model can achieve 96.5% accuracy, 97.2% TPR and 95.5% TNR with lower overhead. By using multiple security metrics, the detection rate increases to 99.3% accuracy, 99.5% TPR and 99% TNR. Moreover, we investigate Android application security evolution. The data shows that more than half applications have security vulnerabilities or dangerous behaviors. Based on this result, we argue that there can be higher chance to impose update attack, where, the malware is contained in the updated version of a benign application. Our multiple-metrics based classification model is adapted to detect the update attack and can achieve similar or even better performance based on our initial results." @default.
- W2401343441 created "2016-06-24" @default.
- W2401343441 creator A5055957441 @default.
- W2401343441 date "2015-01-01" @default.
- W2401343441 modified "2023-09-24" @default.
- W2401343441 title "Android application evolution and malware detection" @default.
- W2401343441 cites W1591966580 @default.
- W2401343441 cites W1670263352 @default.
- W2401343441 cites W1680232729 @default.
- W2401343441 cites W1912565424 @default.
- W2401343441 cites W1943233084 @default.
- W2401343441 cites W1994588724 @default.
- W2401343441 cites W1996498009 @default.
- W2401343441 cites W2003276999 @default.
- W2401343441 cites W2041130390 @default.
- W2401343441 cites W2092712591 @default.
- W2401343441 cites W2099053789 @default.
- W2401343441 cites W2106393550 @default.
- W2401343441 cites W2106510916 @default.
- W2401343441 cites W2125011234 @default.
- W2401343441 cites W2125055259 @default.
- W2401343441 cites W2133990480 @default.
- W2401343441 cites W2140095007 @default.
- W2401343441 cites W2142145056 @default.
- W2401343441 cites W2147169507 @default.
- W2401343441 cites W2153497135 @default.
- W2401343441 cites W2171389360 @default.
- W2401343441 cites W2784849271 @default.
- W2401343441 hasPublicationYear "2015" @default.
- W2401343441 type Work @default.
- W2401343441 sameAs 2401343441 @default.
- W2401343441 citedByCount "0" @default.
- W2401343441 crossrefType "dissertation" @default.
- W2401343441 hasAuthorship W2401343441A5055957441 @default.
- W2401343441 hasConcept C111919701 @default.
- W2401343441 hasConcept C199360897 @default.
- W2401343441 hasConcept C2780967490 @default.
- W2401343441 hasConcept C2989133298 @default.
- W2401343441 hasConcept C3017891749 @default.
- W2401343441 hasConcept C38652104 @default.
- W2401343441 hasConcept C41008148 @default.
- W2401343441 hasConcept C541664917 @default.
- W2401343441 hasConcept C557433098 @default.
- W2401343441 hasConcept C97686452 @default.
- W2401343441 hasConceptScore W2401343441C111919701 @default.
- W2401343441 hasConceptScore W2401343441C199360897 @default.
- W2401343441 hasConceptScore W2401343441C2780967490 @default.
- W2401343441 hasConceptScore W2401343441C2989133298 @default.
- W2401343441 hasConceptScore W2401343441C3017891749 @default.
- W2401343441 hasConceptScore W2401343441C38652104 @default.
- W2401343441 hasConceptScore W2401343441C41008148 @default.
- W2401343441 hasConceptScore W2401343441C541664917 @default.
- W2401343441 hasConceptScore W2401343441C557433098 @default.
- W2401343441 hasConceptScore W2401343441C97686452 @default.
- W2401343441 hasLocation W24013434411 @default.
- W2401343441 hasOpenAccess W2401343441 @default.
- W2401343441 hasPrimaryLocation W24013434411 @default.
- W2401343441 hasRelatedWork W1442860204 @default.
- W2401343441 hasRelatedWork W2182640579 @default.
- W2401343441 hasRelatedWork W2581768357 @default.
- W2401343441 hasRelatedWork W2763460207 @default.
- W2401343441 hasRelatedWork W2784440606 @default.
- W2401343441 hasRelatedWork W2789453502 @default.
- W2401343441 hasRelatedWork W2807825543 @default.
- W2401343441 hasRelatedWork W2898316748 @default.
- W2401343441 hasRelatedWork W2911955316 @default.
- W2401343441 hasRelatedWork W2972753993 @default.
- W2401343441 hasRelatedWork W2992384099 @default.
- W2401343441 hasRelatedWork W3014829096 @default.
- W2401343441 hasRelatedWork W3018111647 @default.
- W2401343441 hasRelatedWork W3034085154 @default.
- W2401343441 hasRelatedWork W3047201250 @default.
- W2401343441 hasRelatedWork W3193105927 @default.
- W2401343441 hasRelatedWork W3201517348 @default.
- W2401343441 hasRelatedWork W419183918 @default.
- W2401343441 hasRelatedWork W585099323 @default.
- W2401343441 hasRelatedWork W2626526721 @default.
- W2401343441 isParatext "false" @default.
- W2401343441 isRetracted "false" @default.
- W2401343441 magId "2401343441" @default.
- W2401343441 workType "dissertation" @default.