{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,24]],"date-time":"2026-06-24T15:35:17Z","timestamp":1782315317687,"version":"3.54.5"},"reference-count":21,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,11,5]],"date-time":"2024-11-05T00:00:00Z","timestamp":1730764800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,11,5]],"date-time":"2024-11-05T00:00:00Z","timestamp":1730764800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,11,5]]},"DOI":"10.1109\/kse63888.2024.11063532","type":"proceedings-article","created":{"date-parts":[[2025,7,11]],"date-time":"2025-07-11T17:41:44Z","timestamp":1752255704000},"page":"01-06","source":"Crossref","is-referenced-by-count":1,"title":["Graphish: Advanced Phishing URL Detection via Graph-Based Embeddings"],"prefix":"10.1109","author":[{"given":"Van","family":"Hoan Do","sequence":"first","affiliation":[{"name":"Le Quy Don Technical University,Center for Applied Mathematics and Informatics,Hanoi,Vietnam"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thi Le","family":"Vuong","sequence":"additional","affiliation":[{"name":"Le Quy Don Technical University,Center for Applied Mathematics and Informatics,Hanoi,Vietnam"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Van","family":"Loi Cao","sequence":"additional","affiliation":[{"name":"Le Quy Don Technical University,Institute of Information Technology and Communication,Hanoi,Vietnam"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thi Phuong Lan","family":"Tran","sequence":"additional","affiliation":[{"name":"Le Quy Don Technical University,Center for Applied Mathematics and Informatics,Hanoi,Vietnam"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tien Dung","family":"Pham","sequence":"additional","affiliation":[{"name":"Le Quy Don Technical University,Center for Applied Mathematics and Informatics,Hanoi,Vietnam"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Van","family":"Dinh Bui","sequence":"additional","affiliation":[{"name":"Le Quy Don Technical University,Center for Applied Mathematics and Informatics,Hanoi,Vietnam"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3389\/fcomp.2021.563060"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1108\/09685221211286548"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-022-03604-4"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s40745-022-00379-8"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/make3030034"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICSSIT48917.2020.9214225"},{"key":"ref7","author":"Sahoo","year":"2019","journal-title":"Malicious url detection using machine learning: A survey"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2986444"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2836950"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207707"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ECRIME.2017.7945048"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"638","DOI":"10.1007\/978-981-13-2203-7_52","article-title":"Phishing detection research based on 1stm recurrent neural network","volume-title":"in Data Science","author":"Chen","year":"2018"},{"key":"ref13","author":"Le","year":"2018","journal-title":"Urlnet: Learning a url representation with deep learning for malicious url detection"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICAC3N56670.2022.10074337"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"},{"key":"ref16","first-page":"57","article-title":"Graph neural networks: A review of methods and applications","volume-title":"AI Open","volume":"1","author":"Zhou","year":"2020"},{"key":"ref17","first-page":"101793","article-title":"A graph-theoretic approach for the detection of phishing webpages","volume-title":"Computers & Security","volume":"95","author":"Tan","year":"2020"},{"key":"ref18","first-page":"428","article-title":"PhishGNN: A Phishing Website Detection Framework using Graph Neural Networks","volume-title":"19th International Conference on Security and Cryptography","author":"Bilot"},{"key":"ref19","first-page":"3149","volume":"30","author":"Ke","year":"2017","journal-title":"Lightgbm: A highly efficient gradient boosting decision tree"},{"issue":"1","key":"ref20","article-title":"Lightgbm: accelerated genomically designed crop breeding through ensemble learning","volume-title":"Genome Biology","volume":"22","author":"Yan","year":"2021"},{"key":"ref21","author":"Florek","year":"2023","journal-title":"Benchmarking state-of-the-art gradient boosting algorithms for classification"}],"event":{"name":"2024 16th International Conference on Knowledge and System Engineering (KSE)","location":"Kuala Lumpur, Malaysia","start":{"date-parts":[[2024,11,5]]},"end":{"date-parts":[[2024,11,7]]}},"container-title":["2024 16th International Conference on Knowledge and System Engineering (KSE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11063473\/11063476\/11063532.pdf?arnumber=11063532","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,12]],"date-time":"2025-07-12T05:41:26Z","timestamp":1752298886000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11063532\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,5]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/kse63888.2024.11063532","relation":{},"subject":[],"published":{"date-parts":[[2024,11,5]]}}}