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Detecting phishing websites using machine learning technique.
PLoS ONE, 2021 In recent years, advancements in Internet and cloud technologies have led to a significant increase in electronic trading in which consumers make online purchases and transactions.
Ashit Kumar Dutta
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Multilayer Stacked Ensemble Learning Model to Detect Phishing Websites
IEEE Access, 2022 Phishing is a cyber attack that tricks the online users into revealing sensitive information with a fake website imitating a legitimate website. The attackers with stolen credentials not only use them for the targeted website but also can be used for ...
Lakshmana Rao Kalabarige +3 more
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Phishing Detection via Identification of Website Identity [PDF]
2013 International Conference on IT Convergence and Security (ICITCS), 2013 In this paper, we propose an anti-phishing method to protect Internet users from the phishing attacks. The scope of our study is on the Internet phishing, particularly focusing on the detection of phishing website. In order to do that, our proposed method will render a screenshot of the webpage and segment the region of interest, which consists of the ...
Ee Hung Chang +3 more
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Frontiers in Computer ScienceIntroductionPhishing is a type of cybercrime used by hackers to steal sensitive user information, making it essential to detect phishing attacks on websites.
Mahmoud Murhej, G. Nallasivan
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Across the Spectrum In-Depth Review AI-Based Models for Phishing Detection
IEEE Open Journal of the Communications SocietyAdvancement of the Internet has increased security risks associated with data protection and online shopping. Several techniques compromise Internet security, including hacking, SQL injection, phishing attacks, and DNS tunneling.
Shakeel Ahmad +6 more
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Detection of Phishing Websites
International Journal of Innovative Science and Research Technology (IJISRT)Phishing is a cyber attack in which an attacker creates a copy of an existing web page to trick users into submitting personal, financial or password information, making them think that this is the real website that everyone uses. The strategy followed here is an edge server-based anti-phishing algorithm called “Link Guard” uses the property of ...
Avaneesh C S +3 more
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Life-long phishing attack detection using continual learning
Scientific Reports, 2023 Phishing is an identity theft that employs social engineering methods to get confidential data from unwary users. A phisher frequently attempts to trick the victim into clicking a URL that leads to a malicious website.
Asif Ejaz +2 more
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A Deep Learning-Based Framework for Phishing Website Detection
IEEE Access, 2022 Phishing attackers spread phishing links through e-mail, text messages, and social media platforms. They use social engineering skills to trick users into visiting phishing websites and entering crucial personal information.
Lizhen Tang, Qusay H. Mahmoud
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Improving Auto-Detection of Phishing Websites using Fresh-Phish Framework
International Journal of Multimedia Data Engineering and Management, 2020 Denizens of the Internet are under a barrage of phishing attacks of increasing frequency and sophistication. Emails accompanied by authentic looking websites are ensnaring users who, unwittingly, hand over their credentials compromising both their privacy and security.
Hossein Shirazi +2 more
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A mobile sensing method to counteract social media website impersonation
International Journal of Distributed Sensor Networks, 2016 Phishing is a serious threat to online users, especially since attackers have tremendously improved their techniques in impersonating important websites. With websites looking visually the same, users are fooled more easily.
Mohamed Y ELMassry, Ahmad S AlMogren
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