NoFish; Total Anti-Phishing Protection System

1
r.a.h.devdunie_pabasara
r.a.h.devdunie_pabasara
2
R.A.H.Devdunie Pabasara
R.A.H.Devdunie Pabasara
3
Dhanushka Niroshan Atimorathanna
Dhanushka Niroshan Atimorathanna
4
Tharindu Shehan Ranaweera
Tharindu Shehan Ranaweera
5
Jayani Rukshila Perera
Jayani Rukshila Perera
1 Sri Lanka Institute of Information Technology

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GJCST Volume 20 Issue E3

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Phishing attacks have been identified by researchers as one of the major cyber-attack vectors which the general public has to face today. Although software companies launch new anti-phishing products, these products cannot prevent all the phishing attacks. The proposed solution, “No Fish” is a total anti-phishing protection system created especially for end-users as well as for organizations. In this paper, a realtime anti-phishing system, which has been implemented using four main phishing detection mechanisms, is proposed. The system has the following distinguishing properties from related studies in the literature: language independence, use of a considerable amount of phishing and legitimate data, real-time execution, detection of new websites, detecting zero-hour phishing attacks and use of feature-rich classifiers, visual image comparison, DNS phishing detection, email client plug in and specially the overall system has designed to the levelbased security architecture to reduce the time-consumption.

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No external funding was declared for this work.

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The authors declare no conflict of interest.

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No ethics committee approval was required for this article type.

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Not applicable for this article.

r.a.h.devdunie_pabasara. 2020. \u201cNoFish; Total Anti-Phishing Protection System\u201d. Global Journal of Computer Science and Technology - E: Network, Web & Security GJCST-E Volume 20 (GJCST Volume 20 Issue E3): .

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Issue Cover
GJCST Volume 20 Issue E3
Pg. 77- 83
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Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

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GJCST-E Classification: D.4.6
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v1.2

Issue date

December 5, 2020

Language

English

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Phishing attacks have been identified by researchers as one of the major cyber-attack vectors which the general public has to face today. Although software companies launch new anti-phishing products, these products cannot prevent all the phishing attacks. The proposed solution, “No Fish” is a total anti-phishing protection system created especially for end-users as well as for organizations. In this paper, a realtime anti-phishing system, which has been implemented using four main phishing detection mechanisms, is proposed. The system has the following distinguishing properties from related studies in the literature: language independence, use of a considerable amount of phishing and legitimate data, real-time execution, detection of new websites, detecting zero-hour phishing attacks and use of feature-rich classifiers, visual image comparison, DNS phishing detection, email client plug in and specially the overall system has designed to the levelbased security architecture to reduce the time-consumption.

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NoFish; Total Anti-Phishing Protection System

R.A.H.Devdunie Pabasara
R.A.H.Devdunie Pabasara
Dhanushka Niroshan Atimorathanna
Dhanushka Niroshan Atimorathanna
Tharindu Shehan Ranaweera
Tharindu Shehan Ranaweera
Jayani Rukshila Perera
Jayani Rukshila Perera

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