Matches in SemOpenAlex for { <https://semopenalex.org/work/W2154358621> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2154358621 endingPage "14" @default.
- W2154358621 startingPage "3" @default.
- W2154358621 abstract "ABSTRACT Mobile devices have evolved and experienced an immense popularity over the last few years. This growth however has exposed mobile devices to an increasing number of security threats. Despite the variety of peripheral protection mechanisms described in the literature, authentication and access control cannot provide integral protection against intrusions. Thus, a need for more intelligent and sophisticated security controls such as intrusion detection systems (IDSs) is necessary. Whilst much work has been devoted to mobile device IDSs, research on anomaly‐based or behaviour‐based IDS for such devices has been limited leaving several problems unsolved. Motivated by this fact, in this paper, we focus on anomaly‐based IDS for modern mobile devices. A dataset consisting of iPhone users data logs has been created, and various classification and validation methods have been evaluated to assess their effectiveness in detecting misuses. Specifically, the experimental procedure includes and cross‐evaluates four machine learning algorithms (i.e. Bayesian networks, radial basis function, K ‐nearest neighbours and random Forest), which classify the behaviour of the end‐user in terms of telephone calls, SMS and Web browsing history. In order to detect illegitimate use of service by a potential malware or a thief, the experimental procedure examines the aforementioned services independently as well as in combination in a multimodal fashion. The results are very promising showing the ability of at least one classifier to detect intrusions with a high true positive rate of 99.8%. Copyright © 2011 John Wiley & Sons, Ltd." @default.
- W2154358621 created "2016-06-24" @default.
- W2154358621 creator A5020819192 @default.
- W2154358621 creator A5021254494 @default.
- W2154358621 creator A5029670131 @default.
- W2154358621 creator A5047345306 @default.
- W2154358621 creator A5051218829 @default.
- W2154358621 creator A5091815745 @default.
- W2154358621 date "2011-06-16" @default.
- W2154358621 modified "2023-10-14" @default.
- W2154358621 title "Evaluation of anomaly-based IDS for mobile devices using machine learning classifiers" @default.
- W2154358621 cites W1500366872 @default.
- W2154358621 cites W1968981836 @default.
- W2154358621 cites W1987380657 @default.
- W2154358621 cites W2074907959 @default.
- W2154358621 cites W2106046226 @default.
- W2154358621 cites W2120900307 @default.
- W2154358621 cites W2142827986 @default.
- W2154358621 cites W2146513495 @default.
- W2154358621 cites W2158698691 @default.
- W2154358621 cites W2911964244 @default.
- W2154358621 cites W86565278 @default.
- W2154358621 doi "https://doi.org/10.1002/sec.341" @default.
- W2154358621 hasPublicationYear "2011" @default.
- W2154358621 type Work @default.
- W2154358621 sameAs 2154358621 @default.
- W2154358621 citedByCount "80" @default.
- W2154358621 countsByYear W21543586212012 @default.
- W2154358621 countsByYear W21543586212013 @default.
- W2154358621 countsByYear W21543586212014 @default.
- W2154358621 countsByYear W21543586212015 @default.
- W2154358621 countsByYear W21543586212016 @default.
- W2154358621 countsByYear W21543586212017 @default.
- W2154358621 countsByYear W21543586212018 @default.
- W2154358621 countsByYear W21543586212019 @default.
- W2154358621 countsByYear W21543586212020 @default.
- W2154358621 countsByYear W21543586212021 @default.
- W2154358621 countsByYear W21543586212022 @default.
- W2154358621 countsByYear W21543586212023 @default.
- W2154358621 crossrefType "journal-article" @default.
- W2154358621 hasAuthorship W2154358621A5020819192 @default.
- W2154358621 hasAuthorship W2154358621A5021254494 @default.
- W2154358621 hasAuthorship W2154358621A5029670131 @default.
- W2154358621 hasAuthorship W2154358621A5047345306 @default.
- W2154358621 hasAuthorship W2154358621A5051218829 @default.
- W2154358621 hasAuthorship W2154358621A5091815745 @default.
- W2154358621 hasBestOaLocation W21543586211 @default.
- W2154358621 hasConcept C119857082 @default.
- W2154358621 hasConcept C12267149 @default.
- W2154358621 hasConcept C136764020 @default.
- W2154358621 hasConcept C154945302 @default.
- W2154358621 hasConcept C15744967 @default.
- W2154358621 hasConcept C169258074 @default.
- W2154358621 hasConcept C186967261 @default.
- W2154358621 hasConcept C2780586970 @default.
- W2154358621 hasConcept C35525427 @default.
- W2154358621 hasConcept C38652104 @default.
- W2154358621 hasConcept C41008148 @default.
- W2154358621 hasConcept C52001869 @default.
- W2154358621 hasConcept C541664917 @default.
- W2154358621 hasConcept C739882 @default.
- W2154358621 hasConcept C77805123 @default.
- W2154358621 hasConcept C95623464 @default.
- W2154358621 hasConceptScore W2154358621C119857082 @default.
- W2154358621 hasConceptScore W2154358621C12267149 @default.
- W2154358621 hasConceptScore W2154358621C136764020 @default.
- W2154358621 hasConceptScore W2154358621C154945302 @default.
- W2154358621 hasConceptScore W2154358621C15744967 @default.
- W2154358621 hasConceptScore W2154358621C169258074 @default.
- W2154358621 hasConceptScore W2154358621C186967261 @default.
- W2154358621 hasConceptScore W2154358621C2780586970 @default.
- W2154358621 hasConceptScore W2154358621C35525427 @default.
- W2154358621 hasConceptScore W2154358621C38652104 @default.
- W2154358621 hasConceptScore W2154358621C41008148 @default.
- W2154358621 hasConceptScore W2154358621C52001869 @default.
- W2154358621 hasConceptScore W2154358621C541664917 @default.
- W2154358621 hasConceptScore W2154358621C739882 @default.
- W2154358621 hasConceptScore W2154358621C77805123 @default.
- W2154358621 hasConceptScore W2154358621C95623464 @default.
- W2154358621 hasIssue "1" @default.
- W2154358621 hasLocation W21543586211 @default.
- W2154358621 hasOpenAccess W2154358621 @default.
- W2154358621 hasPrimaryLocation W21543586211 @default.
- W2154358621 hasRelatedWork W2785978842 @default.
- W2154358621 hasRelatedWork W3075942746 @default.
- W2154358621 hasRelatedWork W3123408856 @default.
- W2154358621 hasRelatedWork W3203373224 @default.
- W2154358621 hasRelatedWork W3213745614 @default.
- W2154358621 hasRelatedWork W4310629394 @default.
- W2154358621 hasRelatedWork W4311925398 @default.
- W2154358621 hasRelatedWork W4362680613 @default.
- W2154358621 hasRelatedWork W4383424009 @default.
- W2154358621 hasRelatedWork W4385236441 @default.
- W2154358621 hasVolume "5" @default.
- W2154358621 isParatext "false" @default.
- W2154358621 isRetracted "false" @default.
- W2154358621 magId "2154358621" @default.
- W2154358621 workType "article" @default.