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Stream/Area:
-
Subject:
-
Paper ID:
IJSREM44027
Volume:
9 |
4 |
Apr 2025
Pages:
Publication Frequency:
Monthly (12 issues per year)
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.
â 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
Publication Date
4/9/2025
Peer Review Type
Double-Blind Peer Review
Review Rounds: 2
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Conflict of Interest
The authors declare no conflict of interest related to this research work.
Funding Information
No funding information available for this research.
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