dc.contributor.author | Naser Jaber, Aws | |
dc.contributor.author | Fritsch, Lothar | |
dc.contributor.author | Haugerud, Hårek | |
dc.date.accessioned | 2023-02-01T15:11:53Z | |
dc.date.available | 2023-02-01T15:11:53Z | |
dc.date.created | 2022-05-25T09:48:04Z | |
dc.date.issued | 2022-04-11 | |
dc.identifier.isbn | 9781665409353 | |
dc.identifier.isbn | 978-1-6654-0934-6 | |
dc.identifier.issn | 2767-7699 | |
dc.identifier.issn | 2574-1403 | |
dc.identifier.uri | https://hdl.handle.net/11250/3047807 | |
dc.description.abstract | With the recent epidemic of COVID-19-themed scam and phishing, the efficient automated detection of such attacks is crucial. Although many anti-phishing solutions, such as lists and similarity and heuristic-based approaches detect attacks, methods still can be improved. Classification accuracy is highly dependent on the feature selection method used to select appropriate features for classification. In this article, a multi-objective grey wolf optimizer is used to select proper features for classifying phishing websites through a variational autoencoder. Our results indicate the superiority of the classification rate compared with related work: A classification rate of 97.49%, is obtained, thereby suggesting the feasibility of evaluating our work. | en_US |
dc.language.iso | eng | en_US |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | en_US |
dc.relation.ispartof | 2022 International Conference on Electronics, Information, and Communication (ICEIC 2022) | |
dc.relation.ispartofseries | International Conference on Electronics, Information, and Communication (ICEIC);2022 International Conference on Electronics, Information, and Communication (ICEIC) | |
dc.relation.uri | https://ieeexplore.ieee.org/document/9748592 | |
dc.subject | Cybersecurity | en_US |
dc.subject | Phishing website detection | en_US |
dc.subject | Antiphishing | en_US |
dc.subject | Machine learning | en_US |
dc.title | Improving Phishing Detection with the Grey Wolf Optimizer | en_US |
dc.type | Conference object | en_US |
dc.description.version | acceptedVersion | en_US |
cristin.ispublished | true | |
cristin.fulltext | original | |
dc.identifier.doi | https://doi.org/10.1109/ICEIC54506.2022.9748592 | |
dc.identifier.cristin | 2027213 | |
dc.source.volume | 7 | en_US |
dc.source.issue | 7 | en_US |
dc.source.pagenumber | 6 | en_US |