{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T14:05:25Z","timestamp":1777903525273,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":10,"publisher":"ACM","license":[{"start":{"date-parts":[[2025,5,8]],"date-time":"2025-05-08T00:00:00Z","timestamp":1746662400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"NUS-NCS Joint Laboratory","award":["A-0008542-00-00"],"award-info":[{"award-number":["A-0008542-00-00"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,5,8]]},"DOI":"10.1145\/3701716.3715192","type":"proceedings-article","created":{"date-parts":[[2025,5,23]],"date-time":"2025-05-23T16:09:41Z","timestamp":1748016581000},"page":"2863-2866","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["PhishIntel: Toward Practical Deployment of Reference-Based Phishing Detection"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8525-2853","authenticated-orcid":false,"given":"Yuexin","family":"Li","sequence":"first","affiliation":[{"name":"National University of Singapore, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-4373-836X","authenticated-orcid":false,"given":"Hiok Kuek","family":"Tan","sequence":"additional","affiliation":[{"name":"National University of Singapore, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-7758-932X","authenticated-orcid":false,"given":"Qiaoran","family":"Meng","sequence":"additional","affiliation":[{"name":"National University of Singapore, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-4917-6469","authenticated-orcid":false,"given":"Mei Lin","family":"Lock","sequence":"additional","affiliation":[{"name":"NCS Cyber Special Ops R&D, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7865-8476","authenticated-orcid":false,"given":"Tri","family":"Cao","sequence":"additional","affiliation":[{"name":"National University of Singapore, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4049-8478","authenticated-orcid":false,"given":"Shumin","family":"Deng","sequence":"additional","affiliation":[{"name":"National University of Singapore, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-3414-4696","authenticated-orcid":false,"given":"Nay","family":"Oo","sequence":"additional","affiliation":[{"name":"NCS Cyber Special Ops R&D, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7830-3007","authenticated-orcid":false,"given":"Hoon Wei","family":"Lim","sequence":"additional","affiliation":[{"name":"NCS Cyber Special Ops R&D, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5645-1754","authenticated-orcid":false,"given":"Bryan","family":"Hooi","sequence":"additional","affiliation":[{"name":"National University of Singapore, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,5,23]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","unstructured":"Tri Cao Chengyu Huang Yuexin Li Huilin Wang Amy He Nay Oo and Bryan Hooi. 2024. PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection. arXiv:2408.10738 [cs.CR]","DOI":"10.1609\/aaai.v39i27.35003"},{"key":"e_1_3_2_1_2_1","volume-title":"C (jul","author":"Ding Yan","year":"2019","unstructured":"Yan Ding, Nurbol Luktarhan, Keqin Li, and Wushour Slamu. 2019. A KeywordBased Combination Approach for Detecting Phishing Webpages. Comput. Secur. 84, C (jul 2019)."},{"key":"e_1_3_2_1_3_1","unstructured":"Introducing Cloudflare's 2023 phishing threats report [n. d.]. https:\/\/blog.cloudflare.com\/2023-phishing-report\/."},{"key":"e_1_3_2_1_4_1","volume-title":"KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection. In USENIX Security '24","author":"Li Yuexin","year":"2024","unstructured":"Yuexin Li, Chengyu Huang, Shumin Deng, Mei Lin Lock, Tri Cao, Nay Oo, Hoon Wei Lim, and Bryan Hooi. 2024. KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection. In USENIX Security '24."},{"key":"e_1_3_2_1_5_1","volume-title":"USENIX Security '21","author":"Lin Yun","year":"2021","unstructured":"Yun Lin, Ruofan Liu, Dinil Mon Divakaran, Jun Yang Ng, Qing Zhou Chan, Yiwen Lu, Yuxuan Si, Fan Zhang, and Jin Song Dong. 2021. Phishpedia: A Hybrid Deep Learning Based Approach to Visually Identify Phishing Webpages. In USENIX Security '21."},{"key":"e_1_3_2_1_6_1","volume-title":"USENIX Security '24","author":"Liu Ruofan","year":"2024","unstructured":"Ruofan Liu, Yun Lin, Xiwen Teoh, Gongshen Liu, Zhiyong Huang, and Jin Song Dong. 2024. Less Defined Knowledge and More True Alarms: Reference-based Phishing Detection without a Pre-defined Reference List. In USENIX Security '24."},{"key":"e_1_3_2_1_7_1","volume-title":"USENIX Security '22","author":"Liu Ruofan","year":"2022","unstructured":"Ruofan Liu, Yun Lin, Xianglin Yang, Siang Hwee Ng, Dinil Mon Divakaran, and Jin Song Dong. 2022. Inferring Phishing Intention via Webpage Appearance and Dynamics: A Deep Vision Based Approach. In USENIX Security '22."},{"key":"e_1_3_2_1_8_1","volume-title":"Knowledge Expansion and Counterfactual Interaction for Reference-Based Phishing Detection. In USENIX Security '23","author":"Liu Ruofan","year":"2023","unstructured":"Ruofan Liu, Yun Lin, Yifan Zhang, Penn Han Lee, and Jin Song Dong. 2023. Knowledge Expansion and Counterfactual Interaction for Reference-Based Phishing Detection. In USENIX Security '23. Anaheim, CA."},{"key":"e_1_3_2_1_9_1","volume-title":"The Ghost in the Browser: Analysis of Web-based Malware. In First Workshop on Hot Topics in Understanding Botnets (HotBots 07)","author":"Provos Niels","year":"2007","unstructured":"Niels Provos, Dean McNamee, Panayiotis Mavrommatis, Ke Wang, and Nagendra Modadugu. 2007. The Ghost in the Browser: Analysis of Web-based Malware. In First Workshop on Hot Topics in Understanding Botnets (HotBots 07)."},{"key":"e_1_3_2_1_10_1","volume-title":"Large-Scale Automatic Classification of Phishing Pages. In NDSS '10","author":"Whittaker Colin","year":"2010","unstructured":"Colin Whittaker, Brian Ryner, and Marria Nazif. 2010. Large-Scale Automatic Classification of Phishing Pages. In NDSS '10."}],"event":{"name":"WWW '25: The ACM Web Conference 2025","location":"Sydney NSW Australia","acronym":"WWW '25","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Companion Proceedings of the ACM on Web Conference 2025"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3701716.3715192","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3701716.3715192","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,8]],"date-time":"2025-10-08T02:00:20Z","timestamp":1759888820000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3701716.3715192"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,8]]},"references-count":10,"alternative-id":["10.1145\/3701716.3715192","10.1145\/3701716"],"URL":"https:\/\/doi.org\/10.1145\/3701716.3715192","relation":{},"subject":[],"published":{"date-parts":[[2025,5,8]]},"assertion":[{"value":"2025-05-23","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}