Matches in SemOpenAlex for { <https://semopenalex.org/work/W2953236426> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2953236426 endingPage "209" @default.
- W2953236426 startingPage "209" @default.
- W2953236426 abstract "Spam emails, also known as non-self, are unsolicited commercial or malicious emails, sent to affect either a single individual or a corporation or a group of people. Besides advertising, these may contain links to phishing or malware hosting websites set up to steal confidential information. In this paper, a study of the effectiveness of using a Negative Selection Algorithm (NSA) for anomaly detection applied to spam filtering is presented. NSA has a high performance and a low false detection rate. The designed framework intelligently works through three detection phases to finally determine an email’s legitimacy based on the knowledge gathered in the training phase. The system operates by elimination through Negative Selection similar to the functionality of T-cells’ in biological systems. It has been observed that with the inclusion of more datasets, the performance continues to improve, resulting in a 6% increase of True Positive and True Negative detection rate while achieving an actual detection rate of spam and ham of 98.5%. The model has been further compared against similar studies, and the result shows that the proposed system results in an increase of 2 to 15% in the correct detection rate of spam and ham." @default.
- W2953236426 created "2019-06-27" @default.
- W2953236426 creator A5004069000 @default.
- W2953236426 creator A5010244781 @default.
- W2953236426 creator A5016346360 @default.
- W2953236426 creator A5026775595 @default.
- W2953236426 creator A5044273137 @default.
- W2953236426 creator A5060675278 @default.
- W2953236426 creator A5062716310 @default.
- W2953236426 date "2019-06-12" @default.
- W2953236426 modified "2023-10-03" @default.
- W2953236426 title "An Intelligent Spam Detection Model Based on Artificial Immune System" @default.
- W2953236426 cites W1965961515 @default.
- W2953236426 cites W1992826718 @default.
- W2953236426 cites W2006958905 @default.
- W2953236426 cites W2052250245 @default.
- W2953236426 cites W2099502475 @default.
- W2953236426 cites W2325817556 @default.
- W2953236426 cites W2335888457 @default.
- W2953236426 cites W2551827541 @default.
- W2953236426 cites W2770036814 @default.
- W2953236426 cites W2771340047 @default.
- W2953236426 cites W2774353014 @default.
- W2953236426 cites W2783033852 @default.
- W2953236426 cites W2789963096 @default.
- W2953236426 cites W2808451423 @default.
- W2953236426 doi "https://doi.org/10.3390/info10060209" @default.
- W2953236426 hasPublicationYear "2019" @default.
- W2953236426 type Work @default.
- W2953236426 sameAs 2953236426 @default.
- W2953236426 citedByCount "23" @default.
- W2953236426 countsByYear W29532364262019 @default.
- W2953236426 countsByYear W29532364262020 @default.
- W2953236426 countsByYear W29532364262021 @default.
- W2953236426 countsByYear W29532364262022 @default.
- W2953236426 countsByYear W29532364262023 @default.
- W2953236426 crossrefType "journal-article" @default.
- W2953236426 hasAuthorship W2953236426A5004069000 @default.
- W2953236426 hasAuthorship W2953236426A5010244781 @default.
- W2953236426 hasAuthorship W2953236426A5016346360 @default.
- W2953236426 hasAuthorship W2953236426A5026775595 @default.
- W2953236426 hasAuthorship W2953236426A5044273137 @default.
- W2953236426 hasAuthorship W2953236426A5060675278 @default.
- W2953236426 hasAuthorship W2953236426A5062716310 @default.
- W2953236426 hasBestOaLocation W29532364261 @default.
- W2953236426 hasConcept C119857082 @default.
- W2953236426 hasConcept C124101348 @default.
- W2953236426 hasConcept C148483581 @default.
- W2953236426 hasConcept C154945302 @default.
- W2953236426 hasConcept C177264268 @default.
- W2953236426 hasConcept C199360897 @default.
- W2953236426 hasConcept C38652104 @default.
- W2953236426 hasConcept C41008148 @default.
- W2953236426 hasConcept C541664917 @default.
- W2953236426 hasConcept C739882 @default.
- W2953236426 hasConcept C77052588 @default.
- W2953236426 hasConcept C93768804 @default.
- W2953236426 hasConcept C95922358 @default.
- W2953236426 hasConceptScore W2953236426C119857082 @default.
- W2953236426 hasConceptScore W2953236426C124101348 @default.
- W2953236426 hasConceptScore W2953236426C148483581 @default.
- W2953236426 hasConceptScore W2953236426C154945302 @default.
- W2953236426 hasConceptScore W2953236426C177264268 @default.
- W2953236426 hasConceptScore W2953236426C199360897 @default.
- W2953236426 hasConceptScore W2953236426C38652104 @default.
- W2953236426 hasConceptScore W2953236426C41008148 @default.
- W2953236426 hasConceptScore W2953236426C541664917 @default.
- W2953236426 hasConceptScore W2953236426C739882 @default.
- W2953236426 hasConceptScore W2953236426C77052588 @default.
- W2953236426 hasConceptScore W2953236426C93768804 @default.
- W2953236426 hasConceptScore W2953236426C95922358 @default.
- W2953236426 hasIssue "6" @default.
- W2953236426 hasLocation W29532364261 @default.
- W2953236426 hasOpenAccess W2953236426 @default.
- W2953236426 hasPrimaryLocation W29532364261 @default.
- W2953236426 hasRelatedWork W2350338839 @default.
- W2953236426 hasRelatedWork W2785391232 @default.
- W2953236426 hasRelatedWork W2982280075 @default.
- W2953236426 hasRelatedWork W2998450079 @default.
- W2953236426 hasRelatedWork W3044732725 @default.
- W2953236426 hasRelatedWork W3130682519 @default.
- W2953236426 hasRelatedWork W4210605141 @default.
- W2953236426 hasRelatedWork W4225292389 @default.
- W2953236426 hasRelatedWork W4293525103 @default.
- W2953236426 hasRelatedWork W4386716810 @default.
- W2953236426 hasVolume "10" @default.
- W2953236426 isParatext "false" @default.
- W2953236426 isRetracted "false" @default.
- W2953236426 magId "2953236426" @default.
- W2953236426 workType "article" @default.