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Web phishing remains a serious cyber threat responsible for most data breaches.
Client-side defense against web-based identity theft
Neil Chou Robert Ledesma Yuka Teraguchi and John C Mitchell · 2004
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Detecting phishing web pages with visual similarity assessment based on earth mover’s distance (emd)
Anthony Y Fu, Liu Wenyin, and Xiaotie Deng · 2006
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Anomaly based web phishing page detection
Ying Pan and Xuhua Ding · 2006
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An antiphishing strategy based on visual similarity assessment
Wenyin Liu, Xiaotie Deng, Guanglin Huang, and Anthony Y Fu · 2006
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A layout-similarity-based approach for detecting phishing pages
Angelo PE Rosiello, Engin Kirda, Fabrizio Ferrandi, et al · 2007
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Cantina: a content-based approach to detecting phishing web sites
Yue Zhang, Jason I Hong, and Lorrie F Cranor · 2007
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Behind phishing: An examination of phisher modi operandi
D Kevin McGrath and Minaxi Gupta · 2008
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Beyond blacklists: learning to detect malicious web sites from suspicious urls
Justin Ma, Lawrence K Saul, Stefan Savage, and Geoffrey M Voelker · 2009
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Pearson correlation coefficient
Jacob Benesty, Jingdong Chen, Yiteng Huang, and Israel Cohen · 2009
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Counteracting phishing page polymorphism: An image layout analysis approach
Ieng-Fat Lam, Wei-Cheng Xiao, Szu-Chi Wang, and Kuan-Ta Chen · 2009
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Large-scale automatic classification of phishing pages
Colin Whittaker, Brian Ryner, and Marria Nazif · 2010
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Goldphish: Using images for content-based phishing analysis
Matthew Dunlop, Stephen Groat, and David Shelly · 2010
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Detecting visually similar web pages: Application to phishing detection
Teh-Chung Chen, Scott Dick, and James Miller · 2010
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Mitigate web phishing using site signatures
Chun-Ying Huang, Shang-Pin Ma, Wei-Lin Yeh, Chia-Yi Lin, and Chien-Tsung Liu · 2010
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Design and evaluation of a real-time url spam filtering service
Kurt Thomas, Chris Grier, Justin Ma, Vern Paxson, and Dawn Song · 2011
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Cantina+ a feature-rich machine learning framework for detecting phishing web sites
Guang Xiang, Jason Hong, Carolyn P Rose, and Lorrie Cranor · 2011
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Textual and visual content-based anti-phishing: a bayesian approach
Haijun Zhang, Gang Liu, Tommy WS Chow, and Wenyin Liu · 2011
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Rule-based phishing attack detection
Ram B Basnet, Andrew H Sung, and Quingzhong Liu · 2011
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Phishing websites detection based on phishing characteristics in the webpage source code
Mona Ghotaish Alkhozae and Omar Abdullah Batarfi · 2011
Cited alongside, same era.
An assessment of features related to phishing websites using an automated technique
Rami M Mohammad, Fadi Thabtah, and Lee McCluskey · 2012
Cited alongside, same era.
An efficient approach to detecting phishing web
Xiaoqing Gu, Hongyuan Wang, and Tongguang Ni · 2013
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Phishing detection via identification of website identity
Ee Hung Chang, Kang Leng Chiew, Wei King Tiong, et al · 2013
Cited alongside, same era.
Intelligent rule-based phishing websites classification
Rami M Mohammad, Fadi Thabtah, and Lee McCluskey · 2014
Cited alongside, same era.
On the character of phishing urls: Accurate and robust statistical learning classifiers
Rakesh Verma and Keith Dyer · 2015
Leverage website favicon to detect phishing websites
Kang Leng Chiew, Jeffrey Soon-Fatt Choo, San Nah Sze, and Kelvin SC Yong · 2018
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What happens after you leak your password: Understanding credential sharing on phishing sites
Peng Peng, Chao Xu, Luke Quinn, Hang Hu, Bimal Viswanath, and Gang Wang · 2019
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Phishfarm: A scalable framework for measuring the effectiveness of evasion techniques against browser phishing blacklists
Adam Oest, Yeganeh Safaei, Adam Doupé, Gail-Joon Ahn, Brad Wardman, and Kevin Tyers · 2019
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Jail-phish: An improved search engine based phishing detection system
Routhu Srinivasa Rao and Alwyn Roshan Pais · 2019
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Chidimma Opara, Bo Wei, and Yingke Chen · 2019
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Cited alongside, same era.
Utilisation of website logo for phishing detection
Kang Leng Chiew, Ee Hung Chang, Wei King Tiong, et al · 2015
Cited alongside, same era.
Improving the accuracy of search engine based anti-phishing solutions using lightweight features
Gaurav Varshney, Manoj Misra, and Pradeep K Atrey · 2016
Cited alongside, same era.
Phishwho: Phishing webpage detection via identity keywords extraction and target domain name finder
Choon Lin Tan, Kang Leng Chiew, KokSheik Wong, et al · 2016
Cited alongside, same era.
Phishing scams cost american businesses half a billion dollars a year, 2017
L Mathews · 2017
Cited alongside, same era.
Deltaphish: Detecting phishing webpages in compromised websites
Igino Corona, Battista Biggio, Matteo Contini, Luca Piras, Roberto Corda, Mauro Mereu, Guido Mureddu, Davide Ariu, and Fabio Roli · 2017
Cited alongside, same era.
Off-the-hook: An efficient and usable client-side phishing prevention application
Samuel Marchal, Giovanni Armano, Tommi Gröndahl, Kalle Saari, Nidhi Singh, and N Asokan · 2017
Cited alongside, same era.
Url-based phishing detection using the entropy of non-alphanumeric characters
Eint Sandi Aung and Hayato Yamana · 2019
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A stacking model using url and html features for phishing webpage detection
Yukun Li, Zhenguo Yang, Xu Chen, Huaping Yuan, and Wenyin Liu · 2019
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Gui-squatting attack: Automated generation of android phishing apps
Sen Chen, Lingling Fan, Chunyang Chen, Minhui Xue, Yang Liu, and Lihua Xu · 2019
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Phishdump: A multi-model ensemble based technique for the detection of phishing sites in mobile devices
Routhu Srinivasa Rao, Tatti Vaishnavi, and Alwyn Roshan Pais · 2019
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Microsoft defender smartscreen, 2020
Microsoft · 2020
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Advanced evasion attacks and mitigations on practical ml-based phishing website classifiers
Yusi Lei, Sen Chen, Lingling Fan, Fu Song, and Yang Liu · 2020
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Visualphishnet: Zero-day phishing website detection by visual similarity
Sahar Abdelnabi, Katharina Krombholz, and Mario Fritz · 2020
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Phishtank: an open source anti-phishing site, 2021
PhishTank · 2021
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Analyze suspicious files, domains, ips and urls to detect malware and other breaches, 2021
VirusTotal · 2021
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Openphish: free service providing feed of global phishing urls that were detected by fraudsense’s phishing detection technology, 2021
OpenPhish · 2021
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Alexa top sites: providing access to lists of websites ordered by amazon alexa traffic rank, 2021
Alexa · 2021
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Characterizing malicious url campaigns
Mahathir Almashor, Ejaz Ahmed, Benjamin Pick, Sharif Abuadbba, Raj Gaire, Seyit Camtepe, and Surya Nepal · 2021
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Email summarization to assist users in phishing identification
Amir Kashapov, Tingmin Wu, Alsharif Abuadbba, and Carsten Rudolph · 2022
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