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A Lightweight Multi-View Learning Approach for Phishing Attack Detection Using Transformer with Mixture of Experts

open access: yesApplied Sciences, 2023
Phishing poses a significant threat to the financial and privacy security of internet users and often serves as the starting point for cyberattacks.
Yanbin Wang   +4 more
doaj   +1 more source

PHISHING URL DETECTION WEBSITE

open access: yesInternational Journal of Innovative Research in Advanced Engineering, 2022
Phishing websites are one of the types of internet security issues that target human vulnerabilities rather than software flaws. It's the technique of luring online users in order to get sensitive information like usernames and passwords. We present an intelligent technique for detecting phishing websites in this research.
Mahalakshmi BR   +3 more
openaire   +1 more source

Intelligent phishing detection system for e-banking using fuzzy data mining [PDF]

open access: yes, 2010
Detecting and identifying any phishing websites in real-time, particularly for e-banking, is really a complex and dynamic problem involving many factors and criteria. Because of the subjective considerations and the ambiguities involved in the detection,
Hossain, Alamgir   +5 more
core   +1 more source

Predicting Phishing Websites using Neural Network trained with Back-Propagation [PDF]

open access: yes, 2013
Phishing is increasing dramatically with the development of modern technologies and the global worldwide computer networks. This results in the loss of customer’s confidence in e-commerce and online banking, financial damages, and identity theft ...
McCluskey, T.L.   +2 more
core   +3 more sources

Intelligent Rule based Phishing Websites Classification [PDF]

open access: yes, 2014
Phishing is described as the art of emulating a website of a creditable firm intending to grab user’s private information such as usernames, passwords and social security number.
Mohammad, Rami M.   +4 more
core   +1 more source

PDGAN: Phishing Detection With Generative Adversarial Networks

open access: yesIEEE Access, 2022
Phishing is a harmful online attack that could lead to identity theft and financial damages. The demand for high-accuracy phishing detection tools has risen due to the increase of online electronic services and payment systems.
Saad Al-Ahmadi   +2 more
doaj   +1 more source

Experimental Case Studies for Investigating E-Banking Phishing Techniques and Attack Strategies [PDF]

open access: yes, 2010
Phishing is a form of electronic identity theft in which a combination of social engineering and web site spoofing techniques are used to trick a user into revealing confidential information with economic value.
Hossain, Alamgir   +3 more
core   +1 more source

An enhanced deep learning‐based phishing detection mechanism to effectively identify malicious URLs using variational autoencoders

open access: yesIET Information Security, 2023
Phishing attacks have become one of the powerful sources for cyber criminals to impose various forms of security attacks in which fake website Uniform Resource Locators (URL) are circulated around the Internet community in the form of email, messages etc.
Manoj Kumar Prabakaran   +2 more
doaj   +1 more source

A Method for Domain Detection and Web Page Analysis Targeting Web3 Phishing Websites [PDF]

open access: yesJisuanji gongcheng
As the paradigm of ″decentralized next-generation Internet,″ Web3, relying on blockchain technology, has become an emerging field with great potential in the digital intelligence service ecosystem. However, Web3 phishing websites pose a serious threat to
LIU Ronglong, LI Ziwei, WAN Yue, WU Jiajing, JIANG Zigui
doaj   +1 more source

Intelligent Methods for Accurately Detecting Phishing Websites [PDF]

open access: yes2020 11th International Conference on Information and Communication Systems (ICICS), 2020
With increasing technology developments, there is a massive number of websites with varying purposes. But a particular type exists within this large collection, the so-called phishing sites which aim to deceive their users. The main challenge in detecting phishing websites is discovering the techniques that have been used.
Almaha Abuzuraiq   +2 more
openaire   +3 more sources

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