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Prediction of Phishing Websites Using AI Techniques

International Journal of Information Security and Privacy, 2022
The increase of internet usage in recent times has been a noticeable change in this generation. Users from all over the world use social sites to interact across the world. Countless websites are present today. With countless networks and sites, some people or companies tend to create new ways to lure out the random users using the web, such as ...
H. L. Gururaj   +6 more
openaire   +1 more source

A New Email Phishing Training Website

2020 13th International Conference on Developments in eSystems Engineering (DeSE), 2020
In this paper, we have provided an interactive email phishing training website to complete the presented security strategy for a Qatar organisation based on targeted email phishing which is Email Phishing Training. The problem that leads users to be hacked using phishing emails is a lack of awareness on the domain senders.
Yousef Al-Hamar, Hoshang Kolivand
openaire   +1 more source

An Intelligent Anti-phishing Strategy Model for Phishing Website Detection

2012 32nd International Conference on Distributed Computing Systems Workshops, 2012
As a new form of malicious software, phishing websites appear frequently in recent years, which cause great harm to online financial services and data security. In this paper, we design and implement an intelligent model for detecting phishing websites.
Weiwei Zhuang   +2 more
openaire   +1 more source

Utilisation of website logo for phishing detection

Computers & Security, 2015
Phishing is a security threat which combines social engineering and website spoofing techniques to deceive users into revealing confidential information. In this paper, we propose a phishing detection method to protect Internet users from the phishing attacks.
Kang-Leng Chiew   +3 more
openaire   +1 more source

An Approach to the Implementation of the Anti-Phishing Tool for Phishing Websites Detection

2009 International Conference on Intelligent Networking and Collaborative Systems, 2009
Phishing attacks have become a serious problem for users of online banking and e-commerce websites. A previous study proposed and evaluated a novel anti-Phishing approach that uses training intervention for Phishing websites detection (APTIPWD). The proposed approach showed that it helped users to make correct decisions in distinguishing Phishing and ...
Abdullah M. Alnajim, Malcolm Munro
openaire   +1 more source

On Feature Selection for the Prediction of Phishing Websites

2017 IEEE 15th Intl Conf on Dependable, Autonomic and Secure Computing, 15th Intl Conf on Pervasive Intelligence and Computing, 3rd Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech), 2017
with the rise of the big data paradigm, large data sets are being made available for knowledge mining. While this open up possibilities for new insights being gained every day, it also exposes data consumers to an increase in low quality, unreliable, redundant or noisy portions of the data.
Wesam Fadheel   +2 more
openaire   +1 more source

Detecting Phishing Websites with Random Forest

2018
Phishing has been a widespread issue for many years, claiming countless victims, some of which have not even realized that they fell prey. The sole purpose of phishing is to obtain sensitive information from its victims. There have yet to be a consensus on the best way to detect phishing.
Shinelle Hutchinson   +2 more
openaire   +1 more source

Phishdentity: Leverage Website Favicon to Offset Polymorphic Phishing Website

2014 Ninth International Conference on Availability, Reliability and Security, 2014
Phishing attacks involve the use of fuzzy techniques to create polymorphic phishing web pages to give the impression of legitimate websites. Many websites are subject to the threat of phishing, including financial, social networks, tourism, e-commerce etc.
Jeffrey Choo Soon Fatt   +2 more
openaire   +1 more source

Phishing Website Detection as a Website Comparing Problem

SN Computer Science, 2022
Minh-Khoi Le-Nguyen   +5 more
openaire   +1 more source

An Anti-Phishing Approach that Uses Training Intervention for Phishing Websites Detection

2009 Sixth International Conference on Information Technology: New Generations, 2009
Phishing scams have become a problem for online banking and e-commerce users. This paper proposes and evaluates a novel anti-Phishing approach that uses training intervention for Phishing websites detection (APTIPWD). The proposed approach helps users to make correct decisions in distinguishing Phishing and legitimate websites. It brings information to
Abdullah M. Alnajim, Malcolm Munro
openaire   +1 more source

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