An improved ELM-based and data preprocessing integrated approach for phishing detection considering comprehensive features-Reference-Cited by-同舟云学术

An improved ELM-based and data preprocessing integrated approach for phishing detection considering comprehensive features

Published:2021-03 Issue: Volume:165 Page:113863
ISSN:0957-4174
Container-title:Expert Systems with Applications
language:en
Short-container-title:Expert Systems with Applications

Author:

Yang Liqun,Zhang Jiawei,Wang Xiaozhe,Li Zhi,Li Zhoujun,He Yueying

Funder

Beijing Advanced Innovation Center for Imaging Technology

Natural Science Foundation of Guangdong Province

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference37 articles.

1. A novel approach for phishing detection using URL-based heuristic;Nguyen,2014

2. Cross-layer detection of malicious websites;Xu,2013

3. Cantina+: A feature-rich machine learning framework for detecting phishing web sites;Xiang;ACM Transactions on Information System Security,2011

4. Generalized outlier Gaussian mixture technique based on automated association features for simulating and detecting web application attacks;Moustafa,2018

5. APAC, Briefing on Handling of Phishing Websites in 2017, http://en.apac.cn/Briefing_on_Handling_of_Phishing_Websites/201710/P020171026615980923388.pdf,http://www.cac.gov.cn/files/pdf/cnnic/CNNIC-2014qqzwdiaoyuwzqsEN.pdf.

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