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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM44027

Real Time Phishing Link Detection using Selenium

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM44027

Volume:

9 |

4 |

Apr 2025

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/ijsrem44027

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

SAK

Sameer Ahmed Khan.I

P

Prasanna.P

RH

Rimsath Haroon.M

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Abstract

– With the increasing number of phishing attacks, users are often tricked into revealing sensitive information on fraudulent websites. This project aims to develop an automated phishing detection tool that enhances online security by identifying and analyzing suspicious login pages in real-time. Utilizing Selenium for web automation, the tool monitors browser activity, detects login forms, and assesses their legitimacy based on various indicators such as page content, URL structure, and login behavior. The system employs heuristic techniques to differentiate between legitimate and fraudulent pages, ensuring proactive protection against phishing attempts. Additionally, it alerts users whenever a potential phishing site is detected, providing an extra layer of defense against cyber threats. This project serves as a valuable tool for individuals and organizations to safeguard their credentials from malicious attacks.

KEYWORDS

phishing Detection Cybersecurity Web Automation Selenium Browser Security Threat Detection Login Page Analysis Online Fraud Prevention Heuristic Analysis Automated Security Tool

Cite This Article

Sameer Ahmed Khan.I, Prasanna.P, Rimsath Haroon.M, "Real Time Phishing Link Detection using Selenium," International Journal of Scientific Research in Engineering and Management, vol. 9, no. 4, Apr 2025. https://doi.org/10.55041/ijsrem44027

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Publication Date

4/9/2025

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Double-Blind Peer Review

Review Rounds: 2

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The authors declare no conflict of interest related to this research work.

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